diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index c3e298ec..53e1b6b6 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -19,7 +19,7 @@ jobs:
       fail-fast: false
       matrix:
         python-version: ["3.11"]
-        os: [ubuntu-22.04, macos-12]
+        os: [ubuntu-22.04, macos-12, macos-14]
     defaults:
       run:
         shell: bash -l {0}
@@ -41,3 +41,5 @@ jobs:
         run: |
             micromamba install python=${{ matrix.python-version }} pytest
             python -m pytest --verbose src/tests/
+        env:
+          PYTORCH_MPS_PREFER_METAL: 0  # disable MPS which runs out of memory on macos-14 runner
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 2aaac2ef..91d4d57a 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -6,6 +6,7 @@ repos:
   hooks:
     - id: check-added-large-files
       args: [ '--maxkb=512', '--enforce-all' ]
+      exclude: conda-lock.yml
     - id: check-yaml
     - id: end-of-file-fixer
     - id: trailing-whitespace
diff --git a/README.md b/README.md
index 22175cc7..9a148060 100644
--- a/README.md
+++ b/README.md
@@ -23,15 +23,19 @@ Launch into a [JupyterLab](https://jupyterlab.readthedocs.io) environment on
 To help out with development, start by cloning this [repo-url](/../../)
 
     git clone <repo-url>
+    cd model
 
 Then we recommend [using mamba](https://mamba.readthedocs.io/en/latest/installation.html)
-to install the dependencies.
-A virtual environment will also be created with Python and
+to install the dependencies. A virtual environment will also be created with Python and
 [JupyterLab](https://github.com/jupyterlab/jupyterlab) installed.
 
-    cd model
     mamba env create --file environment.yml
 
+> [!NOTE]
+> The command above will only work for Linux devices with CUDA GPUs. For installation
+> on macOS devices (either Intel or ARM chips), follow the 'Advanced' section in
+> https://clay-foundation.github.io/model/installation.html#advanced
+
 Activate the virtual environment first.
 
     mamba activate claymodel
@@ -40,27 +44,6 @@ Finally, double-check that the libraries have been installed.
 
     mamba list
 
-### Advanced
-
-This is for those who want full reproducibility of the virtual environment.
-Create a virtual environment with just Python and conda-lock installed first.
-
-    mamba create --name claymodel python=3.11 conda-lock=2.5.1
-    mamba activate claymodel
-
-Generate a unified [`conda-lock.yml`](https://github.com/conda/conda-lock) file
-based on the dependency specification in `environment.yml`. Use only when
-creating a new `conda-lock.yml` file or refreshing an existing one.
-
-    conda-lock lock --mamba --file environment.yml --platform linux-64 --with-cuda=12.0
-
-Installing/Updating a virtual environment from a lockile. Use this to sync your
-dependencies to the exact versions in the `conda-lock.yml` file.
-
-    conda-lock install --mamba --name claymodel conda-lock.yml
-
-See also https://conda.github.io/conda-lock/output/#unified-lockfile for more
-usage details.
 
 ## Usage
 
diff --git a/conda-lock.yml b/conda-lock.yml
index 3ea21083..089f5e5e 100644
--- a/conda-lock.yml
+++ b/conda-lock.yml
@@ -13,14 +13,16 @@
 version: 1
 metadata:
   content_hash:
-    linux-64: 6ac7b705a1a6d1693bc0579616f8041fa2997cf3f7697434ed18493358be7c3d
-    osx-64: 7f58e3b3c444a6ab5c2e132b74a076b890007f5d704b8bf2dd142758d9ddbc7e
+    linux-64: 8fc83d4907b2548b3f967c1b2873bf53be347060cd4b81c7186eb8a76530dcc0
+    osx-64: 68d756261668644997bd1211b9ac7aed144d0e1752a9a716ed9a3a395508bc61
+    osx-arm64: 8e43b1108d631822204d5f5db41e88add4624d0a67f6337cd0adeb9dd422f4f1
   channels:
   - url: conda-forge
     used_env_vars: []
   platforms:
   - linux-64
   - osx-64
+  - osx-arm64
   sources:
   - environment.yml
 package:
@@ -74,6 +76,19 @@ package:
     sha256: ce532e2da08fb2b77df281e3d42e2b2131641bdd6a6e8127f3718ae6860bd70d
   category: main
   optional: false
+- name: accessible-pygments
+  version: 0.0.4
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    pygments: ''
+    python: '>=3.6'
+  url: https://conda.anaconda.org/conda-forge/noarch/accessible-pygments-0.0.4-pyhd8ed1ab_0.conda
+  hash:
+    md5: 46a2e6e3dfa718ce3492018d5a110dd6
+    sha256: ce532e2da08fb2b77df281e3d42e2b2131641bdd6a6e8127f3718ae6860bd70d
+  category: main
+  optional: false
 - name: affine
   version: 2.4.0
   manager: conda
@@ -98,6 +113,18 @@ package:
     sha256: fbf0288cae7c6e5005280436ff73c95a36c5a4c978ba50175cc8e3eb22abc5f9
   category: main
   optional: false
+- name: affine
+  version: 2.4.0
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    python: '>=3.7'
+  url: https://conda.anaconda.org/conda-forge/noarch/affine-2.4.0-pyhd8ed1ab_0.conda
+  hash:
+    md5: ae5f4ad87126c55ba3f690ef07f81d64
+    sha256: fbf0288cae7c6e5005280436ff73c95a36c5a4c978ba50175cc8e3eb22abc5f9
+  category: main
+  optional: false
 - name: aiohttp
   version: 3.9.3
   manager: conda
@@ -135,6 +162,24 @@ package:
     sha256: 7f013f12311881c8fb849df233b8402feef76f212d46e8ead9f0622a53d98b9a
   category: main
   optional: false
+- name: aiohttp
+  version: 3.9.3
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    aiosignal: '>=1.1.2'
+    attrs: '>=17.3.0'
+    frozenlist: '>=1.1.1'
+    multidict: '>=4.5,<7.0'
+    python: '>=3.11,<3.12.0a0'
+    python_abi: 3.11.*
+    yarl: '>=1.0,<2.0'
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/aiohttp-3.9.3-py311h05b510d_0.conda
+  hash:
+    md5: 65befbcb51299b8f35abedc026d111dc
+    sha256: 0b46c7b3356b824add95aaced21db009a7d38c5fe23cac9fc77e433c93281f0f
+  category: main
+  optional: false
 - name: aiosignal
   version: 1.3.1
   manager: conda
@@ -153,8 +198,21 @@ package:
   manager: conda
   platform: osx-64
   dependencies:
+    python: '>=3.7'
     frozenlist: '>=1.1.0'
+  url: https://conda.anaconda.org/conda-forge/noarch/aiosignal-1.3.1-pyhd8ed1ab_0.tar.bz2
+  hash:
+    md5: d1e1eb7e21a9e2c74279d87dafb68156
+    sha256: 575c742e14c86575986dc867463582a970463da50b77264cdf54df74f5563783
+  category: main
+  optional: false
+- name: aiosignal
+  version: 1.3.1
+  manager: conda
+  platform: osx-arm64
+  dependencies:
     python: '>=3.7'
+    frozenlist: '>=1.1.0'
   url: https://conda.anaconda.org/conda-forge/noarch/aiosignal-1.3.1-pyhd8ed1ab_0.tar.bz2
   hash:
     md5: d1e1eb7e21a9e2c74279d87dafb68156
@@ -185,6 +243,18 @@ package:
     sha256: fd39ad2fabec1569bbb0dfdae34ab6ce7de6ec09dcec8638f83dad0373594069
   category: main
   optional: false
+- name: alabaster
+  version: 0.7.16
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    python: '>=3.9'
+  url: https://conda.anaconda.org/conda-forge/noarch/alabaster-0.7.16-pyhd8ed1ab_0.conda
+  hash:
+    md5: def531a3ac77b7fb8c21d17bb5d0badb
+    sha256: fd39ad2fabec1569bbb0dfdae34ab6ce7de6ec09dcec8638f83dad0373594069
+  category: main
+  optional: false
 - name: anyio
   version: 4.3.0
   manager: conda
@@ -206,11 +276,27 @@ package:
   manager: conda
   platform: osx-64
   dependencies:
-    exceptiongroup: '>=1.0.2'
+    python: '>=3.8'
+    sniffio: '>=1.1'
+    typing_extensions: '>=4.1'
     idna: '>=2.8'
+    exceptiongroup: '>=1.0.2'
+  url: https://conda.anaconda.org/conda-forge/noarch/anyio-4.3.0-pyhd8ed1ab_0.conda
+  hash:
+    md5: ac95aa8ed65adfdde51132595c79aade
+    sha256: 86aca4a31c09f9b4dbdb332cd9a6a7dbab62ca734d3f832651c0ab59c6a7f52e
+  category: main
+  optional: false
+- name: anyio
+  version: 4.3.0
+  manager: conda
+  platform: osx-arm64
+  dependencies:
     python: '>=3.8'
     sniffio: '>=1.1'
     typing_extensions: '>=4.1'
+    idna: '>=2.8'
+    exceptiongroup: '>=1.0.2'
   url: https://conda.anaconda.org/conda-forge/noarch/anyio-4.3.0-pyhd8ed1ab_0.conda
   hash:
     md5: ac95aa8ed65adfdde51132595c79aade
@@ -242,6 +328,18 @@ package:
     sha256: ee8677cc9bea352c7fe12d5f42f0d277cee1d7e7f5518ae728dc1befc75fe49a
   category: main
   optional: false
+- name: aom
+  version: 3.8.1
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    libcxx: '>=15'
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/aom-3.8.1-h078ce10_0.conda
+  hash:
+    md5: b84b3ce3dd4f5185dad3c00e03df598d
+    sha256: 8a531d2ea3080b298231ebed2e0251e4bb861c4a7a1e91a2f7a5532335199139
+  category: main
+  optional: false
 - name: appdirs
   version: 1.4.4
   manager: conda
@@ -266,6 +364,18 @@ package:
     sha256: ae9fb8f68281f84482f2c234379aa12405a9e365151d43af20b3ae1f17312111
   category: main
   optional: false
+- name: appdirs
+  version: 1.4.4
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    python: ''
+  url: https://conda.anaconda.org/conda-forge/noarch/appdirs-1.4.4-pyh9f0ad1d_0.tar.bz2
+  hash:
+    md5: 5f095bc6454094e96f146491fd03633b
+    sha256: ae9fb8f68281f84482f2c234379aa12405a9e365151d43af20b3ae1f17312111
+  category: main
+  optional: false
 - name: appnope
   version: 0.1.4
   manager: conda
@@ -278,6 +388,18 @@ package:
     sha256: 45ae2d41f4a4dcf8707633d3d7ae376fc62f0c09b1d063c3049c3f6f8c911670
   category: main
   optional: false
+- name: appnope
+  version: 0.1.4
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    python: '>=3.7'
+  url: https://conda.anaconda.org/conda-forge/noarch/appnope-0.1.4-pyhd8ed1ab_0.conda
+  hash:
+    md5: cc4834a9ee7cc49ce8d25177c47b10d8
+    sha256: 45ae2d41f4a4dcf8707633d3d7ae376fc62f0c09b1d063c3049c3f6f8c911670
+  category: main
+  optional: false
 - name: argcomplete
   version: 3.2.2
   manager: conda
@@ -302,6 +424,18 @@ package:
     sha256: 8a1d1f92d40c6686d10ecce290a42560d023ecc02676f54dcfedfc0ede354f52
   category: main
   optional: false
+- name: argcomplete
+  version: 3.2.2
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    python: '>=3.8'
+  url: https://conda.anaconda.org/conda-forge/noarch/argcomplete-3.2.2-pyhd8ed1ab_0.conda
+  hash:
+    md5: 4017741f57d9bbf3cf184ca147859f78
+    sha256: 8a1d1f92d40c6686d10ecce290a42560d023ecc02676f54dcfedfc0ede354f52
+  category: main
+  optional: false
 - name: argon2-cffi
   version: 23.1.0
   manager: conda
@@ -321,9 +455,23 @@ package:
   manager: conda
   platform: osx-64
   dependencies:
+    typing-extensions: ''
     argon2-cffi-bindings: ''
     python: '>=3.7'
+  url: https://conda.anaconda.org/conda-forge/noarch/argon2-cffi-23.1.0-pyhd8ed1ab_0.conda
+  hash:
+    md5: 3afef1f55a1366b4d3b6a0d92e2235e4
+    sha256: 130766446f5507bd44df957b6b5c898a8bd98f024bb426ed6cb9ff1ad67fc677
+  category: main
+  optional: false
+- name: argon2-cffi
+  version: 23.1.0
+  manager: conda
+  platform: osx-arm64
+  dependencies:
     typing-extensions: ''
+    argon2-cffi-bindings: ''
+    python: '>=3.7'
   url: https://conda.anaconda.org/conda-forge/noarch/argon2-cffi-23.1.0-pyhd8ed1ab_0.conda
   hash:
     md5: 3afef1f55a1366b4d3b6a0d92e2235e4
@@ -359,6 +507,20 @@ package:
     sha256: be27659496bcb660fc9c3f5f74128a7bb090336897e9c7cfbcc55ae66f13b8d8
   category: main
   optional: false
+- name: argon2-cffi-bindings
+  version: 21.2.0
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    cffi: '>=1.0.1'
+    python: '>=3.11,<3.12.0a0'
+    python_abi: 3.11.*
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/argon2-cffi-bindings-21.2.0-py311heffc1b2_4.conda
+  hash:
+    md5: e9a56c22ca1215ed3a7b6a9e8c4e6f07
+    sha256: b9ab23e4f0d615432949d4b93723bd04b3c4aef725aa03b1e993903265c1b975
+  category: main
+  optional: false
 - name: arrow
   version: 1.3.0
   manager: conda
@@ -387,6 +549,20 @@ package:
     sha256: ff49825c7f9e29e09afa6284300810e7a8640d621740efb47c4541f4dc4969db
   category: main
   optional: false
+- name: arrow
+  version: 1.3.0
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    python: '>=3.8'
+    python-dateutil: '>=2.7.0'
+    types-python-dateutil: '>=2.8.10'
+  url: https://conda.anaconda.org/conda-forge/noarch/arrow-1.3.0-pyhd8ed1ab_0.conda
+  hash:
+    md5: b77d8c2313158e6e461ca0efb1c2c508
+    sha256: ff49825c7f9e29e09afa6284300810e7a8640d621740efb47c4541f4dc4969db
+  category: main
+  optional: false
 - name: asciitree
   version: 0.3.3
   manager: conda
@@ -411,6 +587,18 @@ package:
     sha256: b3e9369529fe7d721b66f18680ff4b561e20dbf6507e209e1f60eac277c97560
   category: main
   optional: false
+- name: asciitree
+  version: 0.3.3
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    python: ''
+  url: https://conda.anaconda.org/conda-forge/noarch/asciitree-0.3.3-py_2.tar.bz2
+  hash:
+    md5: c0481c9de49f040272556e2cedf42816
+    sha256: b3e9369529fe7d721b66f18680ff4b561e20dbf6507e209e1f60eac277c97560
+  category: main
+  optional: false
 - name: asttokens
   version: 2.4.1
   manager: conda
@@ -437,6 +625,19 @@ package:
     sha256: 708168f026df19a0344983754d27d1f7b28bb21afc7b97a82f02c4798a3d2111
   category: main
   optional: false
+- name: asttokens
+  version: 2.4.1
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    python: '>=3.5'
+    six: '>=1.12.0'
+  url: https://conda.anaconda.org/conda-forge/noarch/asttokens-2.4.1-pyhd8ed1ab_0.conda
+  hash:
+    md5: 5f25798dcefd8252ce5f9dc494d5f571
+    sha256: 708168f026df19a0344983754d27d1f7b28bb21afc7b97a82f02c4798a3d2111
+  category: main
+  optional: false
 - name: async-lru
   version: 2.0.4
   manager: conda
@@ -463,6 +664,19 @@ package:
     sha256: 7ed83731979fe5b046c157730e50af0e24454468bbba1ed8fc1a3107db5d7518
   category: main
   optional: false
+- name: async-lru
+  version: 2.0.4
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    python: '>=3.8'
+    typing_extensions: '>=4.0.0'
+  url: https://conda.anaconda.org/conda-forge/noarch/async-lru-2.0.4-pyhd8ed1ab_0.conda
+  hash:
+    md5: 3d081de3a6ea9f894bbb585e8e3a4dcb
+    sha256: 7ed83731979fe5b046c157730e50af0e24454468bbba1ed8fc1a3107db5d7518
+  category: main
+  optional: false
 - name: attrs
   version: 23.2.0
   manager: conda
@@ -487,398 +701,599 @@ package:
     sha256: 77c7d03bdb243a048fff398cedc74327b7dc79169ebe3b4c8448b0331ea55fea
   category: main
   optional: false
+- name: attrs
+  version: 23.2.0
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    python: '>=3.7'
+  url: https://conda.anaconda.org/conda-forge/noarch/attrs-23.2.0-pyh71513ae_0.conda
+  hash:
+    md5: 5e4c0743c70186509d1412e03c2d8dfa
+    sha256: 77c7d03bdb243a048fff398cedc74327b7dc79169ebe3b4c8448b0331ea55fea
+  category: main
+  optional: false
 - name: aws-c-auth
-  version: 0.7.11
+  version: 0.7.16
   manager: conda
   platform: linux-64
   dependencies:
-    aws-c-cal: '>=0.6.9,<0.6.10.0a0'
-    aws-c-common: '>=0.9.12,<0.9.13.0a0'
-    aws-c-http: '>=0.8.0,<0.8.1.0a0'
-    aws-c-io: '>=0.14.0,<0.14.1.0a0'
-    aws-c-sdkutils: '>=0.1.13,<0.1.14.0a0'
+    aws-c-cal: '>=0.6.10,<0.6.11.0a0'
+    aws-c-common: '>=0.9.13,<0.9.14.0a0'
+    aws-c-http: '>=0.8.1,<0.8.2.0a0'
+    aws-c-io: '>=0.14.4,<0.14.5.0a0'
+    aws-c-sdkutils: '>=0.1.15,<0.1.16.0a0'
     libgcc-ng: '>=12'
-  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-auth-0.7.11-h0b4cabd_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/aws-c-auth-0.7.16-ha03d3f0_5.conda
   hash:
-    md5: e9a6562446d81183d1483bb23bfc478c
-    sha256: ef98131dbff55f482b0af10d17aa6c478e59987661cf3c22dddb30a441986aa5
+    md5: 4fc9bc799a77f11623fc3ff125cf6f3f
+    sha256: 4733d243a9e78dec8e264a50cb77fe624cb2a8752ffcfa15c6db2b82274ee26d
   category: main
   optional: false
 - name: aws-c-auth
-  version: 0.7.11
+  version: 0.7.16
   manager: conda
   platform: osx-64
   dependencies:
-    aws-c-cal: '>=0.6.9,<0.6.10.0a0'
-    aws-c-common: '>=0.9.12,<0.9.13.0a0'
-    aws-c-http: '>=0.8.0,<0.8.1.0a0'
-    aws-c-io: '>=0.14.0,<0.14.1.0a0'
-    aws-c-sdkutils: '>=0.1.13,<0.1.14.0a0'
-  url: https://conda.anaconda.org/conda-forge/osx-64/aws-c-auth-0.7.11-h94c8779_1.conda
+    aws-c-cal: '>=0.6.10,<0.6.11.0a0'
+    aws-c-common: '>=0.9.13,<0.9.14.0a0'
+    aws-c-http: '>=0.8.1,<0.8.2.0a0'
+    aws-c-io: '>=0.14.4,<0.14.5.0a0'
+    aws-c-sdkutils: '>=0.1.15,<0.1.16.0a0'
+  url: https://conda.anaconda.org/conda-forge/osx-64/aws-c-auth-0.7.16-h1bf548b_5.conda
+  hash:
+    md5: 333283a992f5cdfba0e25f666e3c0369
+    sha256: 7a90152e7c702483384112e3a0cb61343e5261121eebe6fc4ee01da2a6f4819f
+  category: main
+  optional: false
+- name: aws-c-auth
+  version: 0.7.16
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    aws-c-cal: '>=0.6.10,<0.6.11.0a0'
+    aws-c-common: '>=0.9.13,<0.9.14.0a0'
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   category: main
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+    python: '>=3.11,<3.12.0a0'
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   category: main
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   category: main
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+    python: '>=3.7'
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-- name: cached_property
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   category: main
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   dependencies:
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+  url: https://conda.anaconda.org/conda-forge/noarch/click-plugins-1.1.1-py_0.tar.bz2
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   url: https://conda.anaconda.org/conda-forge/noarch/click-plugins-1.1.1-py_0.tar.bz2
   hash:
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@@ -1713,8 +2526,21 @@ package:
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   dependencies:
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     click: '>=4.0'
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+    click: '>=4.0'
   url: https://conda.anaconda.org/conda-forge/noarch/cligj-0.7.2-pyhd8ed1ab_1.tar.bz2
   hash:
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   platform: osx-64
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+    python: '>=3.7'
     pylev: '>=1.3,<2.0'
+    pastel: '>=0.2.0,<0.3.0'
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+    pastel: '>=0.2.0,<0.3.0'
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   category: main
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+- name: cloudpickle
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+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+  url: https://conda.anaconda.org/conda-forge/noarch/cloudpickle-3.0.0-pyhd8ed1ab_0.conda
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+- name: colorama
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-- name: contourpy
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   dependencies:
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-    libstdcxx-ng: '>=12'
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-- name: contourpy
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+  url: https://conda.anaconda.org/conda-forge/linux-64/contourpy-1.2.0-py311h9547e67_0.conda
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+- name: contourpy
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   manager: conda
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   category: main
   optional: false
+- name: contourpy
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+    libcxx: '>=16.0.6'
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+    python: '>=3.11,<3.12.0a0'
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+  url: https://conda.anaconda.org/conda-forge/osx-arm64/contourpy-1.2.0-py311hd03642b_0.conda
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   category: main
   optional: false
+- name: crashtest
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+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+  url: https://conda.anaconda.org/conda-forge/noarch/crashtest-0.4.1-pyhd8ed1ab_0.tar.bz2
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+  version: 42.0.5
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     python: '>=3.11,<3.12.0a0'
     python_abi: 3.11.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/cryptography-42.0.4-py311h63ff55d_0.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/cryptography-42.0.5-py311h63ff55d_0.conda
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   category: main
   optional: false
+- name: cycler
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+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+  url: https://conda.anaconda.org/conda-forge/noarch/cycler-0.12.1-pyhd8ed1ab_0.conda
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-    cloudpickle: '>=1.5.0'
-    fsspec: '>=2021.09.0'
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+    cloudpickle: '>=1.5.0'
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+    fsspec: '>=2021.09.0'
+    click: '>=8.1'
+  url: https://conda.anaconda.org/conda-forge/noarch/dask-core-2024.2.0-pyhd8ed1ab_0.conda
+  hash:
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+  category: main
+  optional: false
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+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+    packaging: '>=20.0'
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   url: https://conda.anaconda.org/conda-forge/noarch/dask-core-2024.2.0-pyhd8ed1ab_0.conda
   hash:
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   category: main
   optional: false
+- name: dataclasses
+  version: '0.8'
+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+  url: https://conda.anaconda.org/conda-forge/noarch/dataclasses-0.8-pyhc8e2a94_3.tar.bz2
+  hash:
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 - name: datasets
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-    fsspec: '>=2023.1.0,<=2023.10.0'
-    huggingface_hub: '>=0.14.0,<1.0.0'
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+    packaging: ''
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+    aiohttp: ''
+    python-xxhash: ''
     multiprocess: ''
+    pyarrow-hotfix: ''
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     pyarrow: '>=8.0.0'
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+    huggingface_hub: '>=0.14.0,<1.0.0'
+    fsspec: '>=2023.1.0,<=2023.10.0'
+  url: https://conda.anaconda.org/conda-forge/noarch/datasets-2.14.7-pyhd8ed1ab_0.conda
+  hash:
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+    sha256: 6eba52c53088c7f8207ebb224393eea29a70bef1db28e2b794a7973d52284d23
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+    importlib-metadata: ''
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   url: https://conda.anaconda.org/conda-forge/noarch/datasets-2.14.7-pyhd8ed1ab_0.conda
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+    python: '>=3.11,<3.12.0a0'
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+- name: decorator
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   category: main
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+- name: defusedxml
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+  url: https://conda.anaconda.org/conda-forge/noarch/defusedxml-0.7.1-pyhd8ed1ab_0.tar.bz2
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   category: main
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+- name: dill
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+  url: https://conda.anaconda.org/conda-forge/noarch/dill-0.3.7-pyhd8ed1ab_0.conda
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   category: main
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+- name: distlib
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+  dependencies:
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+  url: https://conda.anaconda.org/conda-forge/noarch/distlib-0.3.8-pyhd8ed1ab_0.conda
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   category: main
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+- name: docker-pycreds
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+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+    six: '>=1.4.0'
+  url: https://conda.anaconda.org/conda-forge/noarch/docker-pycreds-0.4.0-py_0.tar.bz2
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   category: main
   optional: false
+- name: docstring_parser
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+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+  url: https://conda.anaconda.org/conda-forge/noarch/docstring_parser-0.15-pyhd8ed1ab_0.conda
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   category: main
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+- name: docutils
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+  platform: osx-arm64
+  dependencies:
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+    python_abi: 3.11.*
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/docutils-0.20.1-py311h267d04e_3.conda
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   category: main
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-- name: ensureconda
-  version: 1.4.4
-  manager: conda
+- name: einops
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+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+  url: https://conda.anaconda.org/conda-forge/noarch/einops-0.7.0-pyhd8ed1ab_1.conda
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+- name: ensureconda
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+  manager: conda
   platform: linux-64
   dependencies:
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@@ -2479,12 +3614,29 @@ package:
   manager: conda
   platform: osx-64
   dependencies:
+    packaging: ''
     appdirs: ''
-    click: '>=5.1'
     filelock: ''
+    python: '>=3.7'
+    requests: '>=2'
+    click: '>=5.1'
+  url: https://conda.anaconda.org/conda-forge/noarch/ensureconda-1.4.4-pyhd8ed1ab_0.conda
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+    appdirs: ''
+    filelock: ''
     python: '>=3.7'
     requests: '>=2'
+    click: '>=5.1'
   url: https://conda.anaconda.org/conda-forge/noarch/ensureconda-1.4.4-pyhd8ed1ab_0.conda
   hash:
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   category: main
   optional: false
+- name: entrypoints
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+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+  url: https://conda.anaconda.org/conda-forge/noarch/entrypoints-0.4-pyhd8ed1ab_0.tar.bz2
+  hash:
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   category: main
   optional: false
+- name: exceptiongroup
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+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+  url: https://conda.anaconda.org/conda-forge/noarch/exceptiongroup-1.2.0-pyhd8ed1ab_2.conda
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   category: main
   optional: false
+- name: executing
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+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+  url: https://conda.anaconda.org/conda-forge/noarch/executing-2.0.1-pyhd8ed1ab_0.conda
+  hash:
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   category: main
   optional: false
+- name: expat
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+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+  url: https://conda.anaconda.org/conda-forge/osx-arm64/expat-2.5.0-hb7217d7_1.conda
+  hash:
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 - name: fasteners
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   category: main
   optional: false
+- name: fasteners
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+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+  url: https://conda.anaconda.org/conda-forge/noarch/fasteners-0.17.3-pyhd8ed1ab_0.tar.bz2
+  hash:
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   category: main
   optional: false
+- name: filelock
+  version: 3.13.1
+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+  url: https://conda.anaconda.org/conda-forge/noarch/filelock-3.13.1-pyhd8ed1ab_0.conda
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 - name: fiona
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   category: main
   optional: false
+- name: fiona
+  version: 1.9.5
+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+    click: '>=8.0,<9.dev0'
+    click-plugins: '>=1.0'
+    cligj: '>=0.5'
+    gdal: ''
+    libcxx: '>=15'
+    libgdal: '>=3.8.2,<3.9.0a0'
+    numpy: '>=1.23.5,<2.0a0'
+    python: '>=3.11,<3.12.0a0'
+    python_abi: 3.11.*
+    setuptools: ''
+    shapely: ''
+    six: ''
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/fiona-1.9.5-py311h1c26527_3.conda
+  hash:
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+  optional: false
 - name: font-ttf-dejavu-sans-mono
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   manager: conda
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   category: main
   optional: false
+- name: font-ttf-dejavu-sans-mono
+  version: '2.37'
+  manager: conda
+  platform: osx-arm64
+  dependencies: {}
+  url: https://conda.anaconda.org/conda-forge/noarch/font-ttf-dejavu-sans-mono-2.37-hab24e00_0.tar.bz2
+  hash:
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+  optional: false
 - name: font-ttf-inconsolata
   version: '3.000'
   manager: conda
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   category: main
   optional: false
+- name: font-ttf-inconsolata
+  version: '3.000'
+  manager: conda
+  platform: osx-arm64
+  dependencies: {}
+  url: https://conda.anaconda.org/conda-forge/noarch/font-ttf-inconsolata-3.000-h77eed37_0.tar.bz2
+  hash:
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 - name: font-ttf-source-code-pro
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   manager: conda
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   category: main
   optional: false
+- name: font-ttf-source-code-pro
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+  manager: conda
+  platform: osx-arm64
+  dependencies: {}
+  url: https://conda.anaconda.org/conda-forge/noarch/font-ttf-source-code-pro-2.038-h77eed37_0.tar.bz2
+  hash:
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 - name: font-ttf-ubuntu
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   manager: conda
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   category: main
   optional: false
+- name: font-ttf-ubuntu
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+  manager: conda
+  platform: osx-arm64
+  dependencies: {}
+  url: https://conda.anaconda.org/conda-forge/noarch/font-ttf-ubuntu-0.83-h77eed37_1.conda
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   category: main
   optional: false
+- name: fontconfig
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+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+    freetype: '>=2.12.1,<3.0a0'
+    libzlib: '>=1.2.13,<1.3.0a0'
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/fontconfig-2.14.2-h82840c6_0.conda
+  hash:
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 - name: fonts-conda-ecosystem
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   manager: conda
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   category: main
   optional: false
+- name: fonts-conda-ecosystem
+  version: '1'
+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+  url: https://conda.anaconda.org/conda-forge/noarch/fonts-conda-ecosystem-1-0.tar.bz2
+  hash:
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 - name: fonts-conda-forge
   version: '1'
   manager: conda
@@ -2847,10 +4165,25 @@ package:
   manager: conda
   platform: osx-64
   dependencies:
+    font-ttf-inconsolata: ''
+    font-ttf-source-code-pro: ''
+    font-ttf-ubuntu: ''
     font-ttf-dejavu-sans-mono: ''
+  url: https://conda.anaconda.org/conda-forge/noarch/fonts-conda-forge-1-0.tar.bz2
+  hash:
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+    sha256: 53f23a3319466053818540bcdf2091f253cbdbab1e0e9ae7b9e509dcaa2a5e38
+  category: main
+  optional: false
+- name: fonts-conda-forge
+  version: '1'
+  manager: conda
+  platform: osx-arm64
+  dependencies:
     font-ttf-inconsolata: ''
     font-ttf-source-code-pro: ''
     font-ttf-ubuntu: ''
+    font-ttf-dejavu-sans-mono: ''
   url: https://conda.anaconda.org/conda-forge/noarch/fonts-conda-forge-1-0.tar.bz2
   hash:
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     sha256: 8ac8c8836616dcf366fd539951367d1e0f3a0f3e519287b3218665cb37366bfc
   category: main
   optional: false
+- name: fonttools
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+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+    munkres: ''
+    python: '>=3.11,<3.12.0a0'
+    python_abi: 3.11.*
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/fonttools-4.48.1-py311h05b510d_0.conda
+  hash:
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   category: main
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+  platform: osx-arm64
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+    python: '>=3.9'
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+    shapely: '>=1.8.0'
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   category: main
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   category: main
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   dependencies:
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+    typing_extensions: '>=3.7.4.3'
     gitdb: '>=4.0.1,<5'
+  url: https://conda.anaconda.org/conda-forge/noarch/gitpython-3.1.42-pyhd8ed1ab_0.conda
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   url: https://conda.anaconda.org/conda-forge/noarch/gitpython-3.1.42-pyhd8ed1ab_0.conda
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+    libgcc-ng: '>=12'
+    libstdcxx-ng: '>=12'
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   hash:
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+    gflags: '>=2.2.2,<2.3.0a0'
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+    libcxx: '>=16'
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   category: main
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   category: main
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+    mpfr: '>=4.1.0,<5.0a0'
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   category: main
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   manager: conda
@@ -3414,8 +5012,22 @@ package:
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   platform: osx-64
   dependencies:
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     h5py: ''
+    python: '>=3.9'
+  url: https://conda.anaconda.org/conda-forge/noarch/h5netcdf-1.3.0-pyhd8ed1ab_0.conda
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   url: https://conda.anaconda.org/conda-forge/noarch/h5netcdf-1.3.0-pyhd8ed1ab_0.conda
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   category: main
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   category: main
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   manager: conda
@@ -3543,8 +5204,22 @@ package:
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   dependencies:
     python: ''
+    webencodings: ''
     six: '>=1.9'
+  url: https://conda.anaconda.org/conda-forge/noarch/html5lib-1.1-pyh9f0ad1d_0.tar.bz2
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+    sha256: 9ad06446fe9847e86cb20d220bf11614afcd2cbe9f58096f08d5d4018877bee4
+  category: main
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+  manager: conda
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     webencodings: ''
+    six: '>=1.9'
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   hash:
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+    requests: ''
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+    filelock: ''
+    pyyaml: '>=5.1'
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     python: '>=3.8.0'
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   category: main
   optional: false
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   category: main
   optional: false
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   category: main
   optional: false
-- name: imageio
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+- name: imagecodecs
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+  manager: conda
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+  manager: conda
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   dependencies:
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@@ -3742,8 +5501,22 @@ package:
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   dependencies:
     numpy: ''
+    python: '>=3'
     pillow: '>=8.3.2'
+  url: https://conda.anaconda.org/conda-forge/noarch/imageio-2.34.0-pyh4b66e23_0.conda
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   category: main
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+- name: imagesize
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+  manager: conda
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   category: main
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   platform: osx-64
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+  url: https://conda.anaconda.org/conda-forge/noarch/importlib-resources-6.1.1-pyhd8ed1ab_0.conda
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   category: main
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   category: main
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     psutil: ''
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     traitlets: '>=5.13.0'
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@@ -3993,8 +5879,21 @@ package:
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   hash:
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   category: main
   optional: false
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 - name: jedi
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   manager: conda
@@ -4045,8 +5957,21 @@ package:
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@@ -4083,8 +6008,21 @@ package:
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@@ -4109,8 +6047,21 @@ package:
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   category: main
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+  url: https://conda.anaconda.org/conda-forge/osx-arm64/json-c-0.17-h40ed0f5_0.conda
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   category: main
   optional: false
-- name: jsonargparse
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+  platform: osx-arm64
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-    dataclasses: '>=0.8'
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-    fsspec: '>=0.8.4'
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     python: '>=3.7'
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   platform: osx-64
   dependencies:
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+    python: '>=3.7'
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     jsonnet: '>=0.13.0'
-    jsonschema: '>=3.2.0'
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+    sha256: add17ccec94c2ce9510d5ab7055ee69cddd3ff16bf0673c612e6fbae84ac5da2
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   category: main
   optional: false
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+  dependencies:
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+    python: '>=3.11,<3.12.0a0'
+    python_abi: 3.11.*
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/jsonnet-0.20.0-py311ha891d26_1.conda
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   category: main
   optional: false
+- name: jsonpointer
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+  platform: osx-arm64
+  dependencies:
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+    python_abi: 3.11.*
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 - name: jsonschema
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   manager: conda
@@ -4284,11 +6306,29 @@ package:
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   platform: osx-64
   dependencies:
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     attrs: '>=22.2.0'
     importlib_resources: '>=1.4.0'
-    jsonschema-specifications: '>=2023.03.6'
     pkgutil-resolve-name: '>=1.3.10'
+    jsonschema-specifications: '>=2023.03.6'
+    referencing: '>=0.28.4'
+    rpds-py: '>=0.7.1'
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   url: https://conda.anaconda.org/conda-forge/noarch/jsonschema-4.21.1-pyhd8ed1ab_0.conda
@@ -4316,8 +6356,22 @@ package:
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   platform: osx-64
   dependencies:
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     importlib_resources: '>=1.4.0'
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   url: https://conda.anaconda.org/conda-forge/noarch/jsonschema-specifications-2023.12.1-pyhd8ed1ab_0.conda
   hash:
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   platform: osx-64
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+    python: ''
     idna: ''
+    rfc3339-validator: ''
+    uri-template: ''
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     jsonschema: '>=4.21.1,<4.21.2.0a0'
+  url: https://conda.anaconda.org/conda-forge/noarch/jsonschema-with-format-nongpl-4.21.1-pyhd8ed1ab_0.conda
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+  manager: conda
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-    rfc3986-validator: '>0.1.0'
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     myst-parser: '>=1,<3'
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   hash:
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   platform: osx-64
   dependencies:
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+    pyyaml: ''
     click: ''
     importlib-metadata: ''
-    nbclient: '>=0.2'
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+    attrs: ''
     nbformat: ''
     python: '>=3.9'
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     sqlalchemy: '>=1.3.12,<3'
+    nbclient: '>=0.2'
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyter-cache-1.0.0-pyhd8ed1ab_0.conda
+  hash:
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+    sha256: 16dd4d3601d0532bbe755267486d62f7c77e099d0f0517e20ef635f836425d57
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   hash:
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@@ -4488,9 +6614,23 @@ package:
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   platform: osx-64
   dependencies:
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     importlib-metadata: '>=4.8.3'
     jupyter_server: '>=1.1.2'
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyter-lsp-2.2.2-pyhd8ed1ab_0.conda
+  hash:
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+  dependencies:
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+    importlib-metadata: '>=4.8.3'
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   url: https://conda.anaconda.org/conda-forge/noarch/jupyter-lsp-2.2.2-pyhd8ed1ab_0.conda
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@@ -4520,13 +6660,31 @@ package:
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     python-dateutil: '>=2.8.2'
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+    importlib_metadata: '>=4.8.3'
+    traitlets: '>=5.3'
     pyzmq: '>=23.0'
     tornado: '>=6.2'
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyter_client-8.6.0-pyhd8ed1ab_0.conda
+  hash:
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+    sha256: 86cbb9070862cf23a245451efce539ca214e610849d0950bb8ac90c545bd158d
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+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+    python-dateutil: '>=2.8.2'
+    jupyter_core: '>=4.12,!=5.0.*'
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   url: https://conda.anaconda.org/conda-forge/noarch/jupyter_client-8.6.0-pyhd8ed1ab_0.conda
   hash:
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@@ -4563,6 +6721,21 @@ package:
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   category: main
   optional: false
+- name: jupyter_core
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+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+    python: '>=3.11,<3.12.0a0'
+    python_abi: 3.11.*
+    traitlets: '>=5.3'
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/jupyter_core-5.7.1-py311h267d04e_0.conda
+  hash:
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 - name: jupyter_events
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@@ -4587,14 +6760,33 @@ package:
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   platform: osx-64
   dependencies:
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+    rfc3339-validator: ''
+    referencing: ''
     python: '>=3.8'
-    python-json-logger: '>=2.0.4'
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+    jsonschema-with-format-nongpl: '>=4.18.0'
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyter_events-0.9.0-pyhd8ed1ab_0.conda
+  hash:
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+    sha256: 713f0cc927a862862a6d35bfb29c4114f987e4f59e2a8a14f71f23fcd7edfec3
+  category: main
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+  manager: conda
+  platform: osx-arm64
+  dependencies:
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@@ -4636,25 +6828,55 @@ package:
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   platform: osx-64
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-    argon2-cffi: ''
+    packaging: ''
     jinja2: ''
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-    jupyter_core: '>=4.12,!=5.0.*'
-    jupyter_events: '>=0.9.0'
+    prometheus_client: ''
+    websocket-client: ''
+    argon2-cffi: ''
+    overrides: ''
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+    python: '>=3.8'
+    terminado: '>=0.8.3'
+    jupyter_core: '>=4.12,!=5.0.*'
+    tornado: '>=6.2.0'
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+    jupyter_events: '>=0.9.0'
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+    sha256: 43dcd238c656c7ecf3228be8735def530cad5181f990c042ba202b9e383d2b1f
+  category: main
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+  manager: conda
+  platform: osx-arm64
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@@ -4677,7 +6899,20 @@ package:
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   manager: conda
-  platform: osx-64
+  platform: osx-64
+  dependencies:
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+    terminado: '>=0.8.3'
+  url: https://conda.anaconda.org/conda-forge/noarch/jupyter_server_terminals-0.5.2-pyhd8ed1ab_0.conda
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+    sha256: a625150744fdffb646fb4451edc68b3eff56eeace4e86b83dc4a860479c9857c
+  category: main
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+  manager: conda
+  platform: osx-arm64
   dependencies:
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     terminado: '>=0.8.3'
@@ -4718,21 +6953,47 @@ package:
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   platform: osx-64
   dependencies:
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   category: main
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   manager: conda
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   category: main
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   category: main
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   manager: conda
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+  platform: osx-64
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+  url: https://conda.anaconda.org/conda-forge/osx-arm64/libsqlite-3.45.1-h091b4b1_0.conda
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   category: main
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   category: main
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   category: main
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   category: main
   optional: false
+- name: libutf8proc
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+  dependencies: {}
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   category: main
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+  dependencies: {}
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/libuv-1.47.0-h93a5062_0.conda
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   category: main
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+- name: libwebp-base
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+  dependencies: {}
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/libwebp-base-1.3.2-hb547adb_0.conda
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 - name: libxcb
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   category: main
   optional: false
+- name: libxcb
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+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+    xorg-libxau: ''
+    xorg-libxdmcp: ''
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/libxcb-1.15-hf346824_0.conda
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 - name: libxcrypt
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   category: main
   optional: false
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+    xz: '>=5.2.6,<6.0a0'
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   category: main
   optional: false
+- name: libzip
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+    libzlib: '>=1.2.13,<1.3.0a0'
+    openssl: '>=3.1.2,<4.0a0'
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   category: main
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+  dependencies: {}
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/libzlib-1.2.13-h53f4e23_5.conda
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   category: main
   optional: false
+- name: libzopfli
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+  manager: conda
+  platform: osx-arm64
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+  url: https://conda.anaconda.org/conda-forge/osx-arm64/libzopfli-1.0.3-h9f76cd9_0.tar.bz2
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   manager: conda
@@ -7188,17 +10582,39 @@ package:
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   platform: osx-64
   dependencies:
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+  url: https://conda.anaconda.org/conda-forge/noarch/lightning-2.1.4-pyhd8ed1ab_0.conda
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   url: https://conda.anaconda.org/conda-forge/noarch/lightning-2.1.4-pyhd8ed1ab_0.conda
   hash:
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@@ -7224,9 +10640,23 @@ package:
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   platform: osx-64
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+    typing_extensions: ''
     python: '>=3.8'
+    packaging: '>=17.1'
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+  manager: conda
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+    python: '>=3.8'
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   url: https://conda.anaconda.org/conda-forge/noarch/lightning-utilities-0.10.1-pyhd8ed1ab_0.conda
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@@ -7251,8 +10681,21 @@ package:
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   platform: osx-64
   dependencies:
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     python: '>=3.7'
+  url: https://conda.anaconda.org/conda-forge/noarch/linkify-it-py-2.0.3-pyhd8ed1ab_0.conda
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+    sha256: aa99d44e8c83865026575a8af253141c53e0b3ab05f053befaa7757c8525064f
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     mdurl: '>=0.1,<1'
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+  platform: osx-64
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     python_abi: 3.11.*
-  url: https://conda.anaconda.org/conda-forge/osx-64/markupsafe-2.1.5-py311he705e18_0.conda
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/markupsafe-2.1.5-py311h05b510d_0.conda
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+    python: '>=3.11,<3.12.0a0'
+    python-dateutil: '>=2.7'
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   platform: osx-64
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     python: '>=3.6'
+  url: https://conda.anaconda.org/conda-forge/noarch/matplotlib-inline-0.1.6-pyhd8ed1ab_0.tar.bz2
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     markdown-it-py: '>=1.0.0,<4.0.0'
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+- name: mistune
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+  version: 2023.2.0
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+    llvm-openmp: '>=16.0.6'
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+    mpfr: '>=4.1.0,<5.0a0'
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+- name: mpfr
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+  dependencies:
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   category: main
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+- name: mpmath
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+  platform: osx-arm64
+  dependencies:
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+  url: https://conda.anaconda.org/conda-forge/noarch/mpmath-1.3.0-pyhd8ed1ab_0.conda
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   category: main
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+- name: msgpack-python
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+  manager: conda
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+    libcxx: '>=16.0.6'
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   category: main
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+    python_abi: 3.11.*
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/multidict-6.0.5-py311he2be06e_0.conda
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   category: main
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+    python: '>=3.11,<3.12.0a0'
+    python_abi: 3.11.*
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/multiprocess-0.70.15-py311heffc1b2_1.conda
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   category: main
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+- name: munkres
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+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+  url: https://conda.anaconda.org/conda-forge/noarch/munkres-1.1.4-pyh9f0ad1d_0.tar.bz2
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   platform: osx-64
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+    typing_extensions: ''
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+    python: '>=3.9'
+    nbformat: '>=5.0'
+    sphinx: '>=5'
     jupyter-cache: '>=0.5.0'
     myst-parser: '>=1.0.0'
+  url: https://conda.anaconda.org/conda-forge/noarch/myst-nb-1.0.0-pyhd8ed1ab_0.conda
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   url: https://conda.anaconda.org/conda-forge/noarch/myst-nb-1.0.0-pyhd8ed1ab_0.conda
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     mdit-py-plugins: '>=0.4,<1'
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     locket: ''
     python: '>=3.7'
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+  platform: osx-64
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   url: https://conda.anaconda.org/conda-forge/noarch/pastel-0.2.1-pyhd8ed1ab_0.tar.bz2
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   category: main
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     ptyprocess: '>=0.5'
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   category: main
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     packaging: ''
+    python-dotenv: ''
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     pydantic: '>=1.7.3'
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-    python: '>=3.7'
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+  url: https://conda.anaconda.org/conda-forge/noarch/poppler-data-0.4.12-hd8ed1ab_0.conda
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   category: main
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+- name: postgresql
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   category: main
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   category: main
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+- name: prometheus_client
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+  url: https://conda.anaconda.org/conda-forge/noarch/prometheus_client-0.20.0-pyhd8ed1ab_0.conda
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+  url: https://conda.anaconda.org/conda-forge/noarch/prompt-toolkit-3.0.42-pyha770c72_0.conda
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+  url: https://conda.anaconda.org/conda-forge/linux-64/protobuf-4.25.1-py311h46cbc50_0.conda
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+  url: https://conda.anaconda.org/conda-forge/osx-arm64/protobuf-4.25.1-py311he791500_0.conda
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+    python_abi: 3.11.*
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   manager: conda
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+  platform: osx-64
+  dependencies:
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   url: https://conda.anaconda.org/conda-forge/noarch/ptyprocess-0.7.0-pyhd3deb0d_0.tar.bz2
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     python_abi: 3.11.*
-  url: https://conda.anaconda.org/conda-forge/linux-64/pyarrow-15.0.0-py311h39c9aba_0_cpu.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/pyarrow-15.0.0-py311h39c9aba_6_cpu.conda
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     libarrow-gandiva: 15.0.0
     libarrow-substrait: 15.0.0
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+    python: '>=3.11,<3.12.0a0'
+    python_abi: 3.11.*
+  url: https://conda.anaconda.org/conda-forge/osx-64/pyarrow-15.0.0-py311h9425ff2_6_cpu.conda
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     numpy: '>=1.23.5,<2.0a0'
     python: '>=3.11,<3.12.0a0'
     python_abi: 3.11.*
-  url: https://conda.anaconda.org/conda-forge/osx-64/pyarrow-15.0.0-py311h54e7ce8_0_cpu.conda
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/pyarrow-15.0.0-py311hce53c6f_6_cpu.conda
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   platform: osx-64
   dependencies:
+    python: '>=3.5'
     pyarrow: '>=0.14'
+  url: https://conda.anaconda.org/conda-forge/noarch/pyarrow-hotfix-0.6-pyhd8ed1ab_0.conda
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+  dependencies:
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+    pyarrow: '>=0.14'
   url: https://conda.anaconda.org/conda-forge/noarch/pyarrow-hotfix-0.6-pyhd8ed1ab_0.conda
   hash:
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   platform: osx-64
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+    setuptools: ''
+    six: ''
     python: '>=3.6'
+    latexcodec: '>=1.0.4'
     pyyaml: '>=3.01'
+  url: https://conda.anaconda.org/conda-forge/noarch/pybtex-0.24.0-pyhd8ed1ab_2.tar.bz2
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     six: ''
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   hash:
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   category: main
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+- name: pybtex-docutils
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+    pybtex: '>=0.16'
+    python: '>=3.11,<3.12.0a0'
+    python_abi: 3.11.*
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   category: main
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+- name: pycparser
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+  url: https://conda.anaconda.org/conda-forge/noarch/pycparser-2.21-pyhd8ed1ab_0.tar.bz2
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   category: main
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+    python_abi: 3.11.*
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+  url: https://conda.anaconda.org/conda-forge/osx-arm64/pydantic-1.10.13-py311h05b510d_1.conda
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   platform: osx-64
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-    babel: ''
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+    typing-extensions: ''
     beautifulsoup4: ''
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+    python: '>=3.9'
+    pygments: '>=2.7'
+    sphinx: '>=5.0'
     docutils: '!=0.17.0'
+  url: https://conda.anaconda.org/conda-forge/noarch/pydata-sphinx-theme-0.15.2-pyhd8ed1ab_0.conda
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   hash:
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   category: main
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+  url: https://conda.anaconda.org/conda-forge/noarch/pygments-2.17.2-pyhd8ed1ab_0.conda
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   category: main
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+- name: pylev
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+  url: https://conda.anaconda.org/conda-forge/noarch/pylev-1.4.0-pyhd8ed1ab_0.tar.bz2
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   category: main
   optional: false
+- name: pyobjc-core
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+    python: '>=3.11,<3.12.0a0'
+    python_abi: 3.11.*
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+  url: https://conda.anaconda.org/conda-forge/osx-arm64/pyobjc-core-10.1-py311h665608e_0.conda
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 - name: pyobjc-framework-cocoa
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   category: main
   optional: false
+- name: pyobjc-framework-cocoa
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+  manager: conda
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+    python_abi: 3.11.*
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/pyobjc-framework-cocoa-10.1-py311h665608e_0.conda
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   category: main
   optional: false
+- name: pyparsing
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+  manager: conda
+  platform: osx-arm64
+  dependencies:
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+  url: https://conda.anaconda.org/conda-forge/noarch/pyparsing-3.1.1-pyhd8ed1ab_0.conda
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   category: main
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+- name: pyproj
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+    proj: '>=9.3.1,<9.3.2.0a0'
+    python: '>=3.11,<3.12.0a0'
+    python_abi: 3.11.*
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/pyproj-3.6.1-py311h9a031f7_5.conda
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   category: main
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+- name: pysocks
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+  platform: osx-arm64
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+    python: '>=3.8'
+  url: https://conda.anaconda.org/conda-forge/noarch/pysocks-1.7.1-pyha2e5f31_6.tar.bz2
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   category: main
   optional: false
+- name: pystac
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+    python-dateutil: '>=2.7.0'
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   platform: osx-64
   dependencies:
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+    python-dateutil: '>=2.8.2'
+    requests: '>=2.28.2'
     pystac: '>=1.8.2'
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   hash:
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   category: main
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   category: main
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   category: main
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+    executing: ''
+    pure_eval: ''
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 - name: stackstac
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   platform: osx-64
   dependencies:
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+    xarray: '>=0.18'
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-    python: '>=3.8,<4.0'
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   category: main
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+    libcxx: '>=16.0.6'
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   manager: conda
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   dependencies:
     __unix: ''
+    python: '*'
+    mpmath: '>=0.19'
     gmpy2: '>=2.0.8'
+  url: https://conda.anaconda.org/conda-forge/noarch/sympy-1.12-pypyh9d50eac_103.conda
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+    python: '*'
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-    python: '>=3.8'
+    gmpy2: '>=2.0.8'
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   category: main
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   category: main
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   category: main
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+- name: threadpoolctl
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   platform: osx-64
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+    python: '>=3.9'
     numpy: '>=1.19.2'
+    imagecodecs: '>=2023.8.12'
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+  url: https://conda.anaconda.org/conda-forge/linux-64/tiledb-2.20.0-hd75ad12_0.conda
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+  url: https://conda.anaconda.org/conda-forge/osx-arm64/tiledb-2.20.0-h1456d97_0.conda
   hash:
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   category: main
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+- name: tinycss2
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+    webencodings: '>=0.4'
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   category: main
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+- name: tokenizers
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+  manager: conda
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+    python_abi: 3.11.*
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   category: main
   optional: false
+- name: tomli
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+  manager: conda
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   version: 0.12.3
   manager: conda
-  platform: osx-64
+  platform: osx-64
+  dependencies:
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+  url: https://conda.anaconda.org/conda-forge/noarch/tomlkit-0.12.3-pyha770c72_0.conda
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   url: https://conda.anaconda.org/conda-forge/noarch/tomlkit-0.12.3-pyha770c72_0.conda
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   category: main
   optional: false
+- name: toolz
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+  manager: conda
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+  dependencies:
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+  url: https://conda.anaconda.org/conda-forge/noarch/toolz-0.12.1-pyhd8ed1ab_0.conda
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-  url: https://conda.anaconda.org/conda-forge/linux-64/torchdata-0.7.1-py311h85129bf_1.conda
+  url: https://conda.anaconda.org/conda-forge/linux-64/torchdata-0.7.1-py311h4cf4214_3.conda
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+  url: https://conda.anaconda.org/conda-forge/osx-64/torchdata-0.7.1-py311h5ed4725_3.conda
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-  url: https://conda.anaconda.org/conda-forge/osx-64/torchdata-0.7.1-py311h13cd078_1.conda
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/torchdata-0.7.1-py311h05bb811_3.conda
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 - name: torchmetrics
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   platform: osx-64
   dependencies:
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+    python: '>=3.7'
+    pytorch: '>=1.8.1'
     lightning-utilities: '>=0.8.0'
     numpy: '>1.20.0'
     packaging: '>17.1'
+  url: https://conda.anaconda.org/conda-forge/noarch/torchmetrics-1.2.1-pyhd8ed1ab_0.conda
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+  manager: conda
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     pytorch: '>=1.8.1'
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   url: https://conda.anaconda.org/conda-forge/noarch/torchmetrics-1.2.1-pyhd8ed1ab_0.conda
   hash:
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   category: main
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+  url: https://conda.anaconda.org/conda-forge/noarch/virtualenv-20.25.1-pyhd8ed1ab_0.conda
+  hash:
+    md5: 8797a4e26be36880a603aba29c785352
+    sha256: 1ced4445cf72cd9dc344ad04bdaf703a08cc428c8c46e4bda928ad79786ee153
+  category: main
+  optional: false
+- name: virtualenv
+  version: 20.25.1
+  manager: conda
+  platform: osx-arm64
+  dependencies:
     python: '>=3.8'
+    distlib: <1,>=0.3.7
+    filelock: <4,>=3.12.2
+    platformdirs: <5,>=3.9.1
   url: https://conda.anaconda.org/conda-forge/noarch/virtualenv-20.25.1-pyhd8ed1ab_0.conda
   hash:
     md5: 8797a4e26be36880a603aba29c785352
@@ -12653,10 +18702,25 @@ package:
   manager: conda
   platform: osx-64
   dependencies:
-    einops: '>=0.7.0'
+    torchvision: ''
     python: '>=3.6'
     pytorch: '>=1.10'
+    einops: '>=0.7.0'
+  url: https://conda.anaconda.org/conda-forge/noarch/vit-pytorch-1.6.5-pyhd8ed1ab_0.conda
+  hash:
+    md5: 2aadadb9111d4e01d30deaba3a130941
+    sha256: 0b90dcfe6d73814d422a6acb603b8c35c73116877797ea2a6a3d4045bf9fc09d
+  category: main
+  optional: false
+- name: vit-pytorch
+  version: 1.6.5
+  manager: conda
+  platform: osx-arm64
+  dependencies:
     torchvision: ''
+    python: '>=3.6'
+    pytorch: '>=1.10'
+    einops: '>=0.7.0'
   url: https://conda.anaconda.org/conda-forge/noarch/vit-pytorch-1.6.5-pyhd8ed1ab_0.conda
   hash:
     md5: 2aadadb9111d4e01d30deaba3a130941
@@ -12693,20 +18757,45 @@ package:
   manager: conda
   platform: osx-64
   dependencies:
-    appdirs: '>=1.4.3'
-    click: '>=7.1,!=8.0.0'
-    docker-pycreds: '>=0.4.0'
-    gitpython: '>=1.0.0,!=3.1.29'
+    pyyaml: ''
+    setuptools: ''
+    typing_extensions: ''
+    setproctitle: ''
     pathtools: ''
-    protobuf: '>=3.19.0,!=4.21.0,<5'
-    psutil: '>=5.0.0'
     python: '>=3.7'
-    pyyaml: ''
     requests: '>=2.0.0,<3'
+    psutil: '>=5.0.0'
+    docker-pycreds: '>=0.4.0'
+    appdirs: '>=1.4.3'
     sentry-sdk: '>=1.0.0'
-    setproctitle: ''
+    protobuf: '>=3.19.0,!=4.21.0,<5'
+    gitpython: '>=1.0.0,!=3.1.29'
+    click: '>=7.1,!=8.0.0'
+  url: https://conda.anaconda.org/conda-forge/noarch/wandb-0.15.12-pyhd8ed1ab_0.conda
+  hash:
+    md5: fa93cd3b1f3311ddd07df0a393e18c19
+    sha256: c2f10522299816dc4d39f6aa7346651ae4eeac2140745619dd318451bcd2b91b
+  category: main
+  optional: false
+- name: wandb
+  version: 0.15.12
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    pyyaml: ''
     setuptools: ''
     typing_extensions: ''
+    setproctitle: ''
+    pathtools: ''
+    python: '>=3.7'
+    requests: '>=2.0.0,<3'
+    psutil: '>=5.0.0'
+    docker-pycreds: '>=0.4.0'
+    appdirs: '>=1.4.3'
+    sentry-sdk: '>=1.0.0'
+    protobuf: '>=3.19.0,!=4.21.0,<5'
+    gitpython: '>=1.0.0,!=3.1.29'
+    click: '>=7.1,!=8.0.0'
   url: https://conda.anaconda.org/conda-forge/noarch/wandb-0.15.12-pyhd8ed1ab_0.conda
   hash:
     md5: fa93cd3b1f3311ddd07df0a393e18c19
@@ -12737,6 +18826,18 @@ package:
     sha256: b6cd2fee7e728e620ec736d8dfee29c6c9e2adbd4e695a31f1d8f834a83e57e3
   category: main
   optional: false
+- name: wcwidth
+  version: 0.2.13
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    python: '>=3.8'
+  url: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.2.13-pyhd8ed1ab_0.conda
+  hash:
+    md5: 68f0738df502a14213624b288c60c9ad
+    sha256: b6cd2fee7e728e620ec736d8dfee29c6c9e2adbd4e695a31f1d8f834a83e57e3
+  category: main
+  optional: false
 - name: webcolors
   version: '1.13'
   manager: conda
@@ -12761,6 +18862,18 @@ package:
     sha256: 6e097d5fe92849ad3af2c2a313771ad2fbf1cadd4dc4afd552303b2bf3f85211
   category: main
   optional: false
+- name: webcolors
+  version: '1.13'
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    python: '>=3.5'
+  url: https://conda.anaconda.org/conda-forge/noarch/webcolors-1.13-pyhd8ed1ab_0.conda
+  hash:
+    md5: 166212fe82dad8735550030488a01d03
+    sha256: 6e097d5fe92849ad3af2c2a313771ad2fbf1cadd4dc4afd552303b2bf3f85211
+  category: main
+  optional: false
 - name: webencodings
   version: 0.5.1
   manager: conda
@@ -12785,6 +18898,18 @@ package:
     sha256: 2adf9bd5482802837bc8814cbe28d7b2a4cbd2e2c52e381329eaa283b3ed1944
   category: main
   optional: false
+- name: webencodings
+  version: 0.5.1
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    python: '>=2.6'
+  url: https://conda.anaconda.org/conda-forge/noarch/webencodings-0.5.1-pyhd8ed1ab_2.conda
+  hash:
+    md5: daf5160ff9cde3a468556965329085b9
+    sha256: 2adf9bd5482802837bc8814cbe28d7b2a4cbd2e2c52e381329eaa283b3ed1944
+  category: main
+  optional: false
 - name: websocket-client
   version: 1.7.0
   manager: conda
@@ -12809,6 +18934,18 @@ package:
     sha256: d9b537d5b7c5aa7a02a4ce4c6b755e458bd8083b67752a73c92d113ccec6c10f
   category: main
   optional: false
+- name: websocket-client
+  version: 1.7.0
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    python: '>=3.8'
+  url: https://conda.anaconda.org/conda-forge/noarch/websocket-client-1.7.0-pyhd8ed1ab_0.conda
+  hash:
+    md5: 50ad31e07d706aae88b14a4ac9c73f23
+    sha256: d9b537d5b7c5aa7a02a4ce4c6b755e458bd8083b67752a73c92d113ccec6c10f
+  category: main
+  optional: false
 - name: xarray
   version: 2024.2.0
   manager: conda
@@ -12829,10 +18966,25 @@ package:
   manager: conda
   platform: osx-64
   dependencies:
+    python: '>=3.9'
     numpy: '>=1.23'
     packaging: '>=22'
     pandas: '>=1.5'
+  url: https://conda.anaconda.org/conda-forge/noarch/xarray-2024.2.0-pyhd8ed1ab_0.conda
+  hash:
+    md5: 8e25aab3323476d4fd0b5f6bad05d403
+    sha256: 4b0a8143f5c501246214823fe543e9d0749c950fdbdd39de6d8cd6209da2259f
+  category: main
+  optional: false
+- name: xarray
+  version: 2024.2.0
+  manager: conda
+  platform: osx-arm64
+  dependencies:
     python: '>=3.9'
+    numpy: '>=1.23'
+    packaging: '>=22'
+    pandas: '>=1.5'
   url: https://conda.anaconda.org/conda-forge/noarch/xarray-2024.2.0-pyhd8ed1ab_0.conda
   hash:
     md5: 8e25aab3323476d4fd0b5f6bad05d403
@@ -12869,6 +19021,20 @@ package:
     sha256: 10487c0b28ee2303570c6d0867000587a8c36836fffd4d634d8778c494d16965
   category: main
   optional: false
+- name: xerces-c
+  version: 3.2.5
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    icu: '>=73.2,<74.0a0'
+    libcurl: '>=8.5.0,<9.0a0'
+    libcxx: '>=15'
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/xerces-c-3.2.5-hf393695_0.conda
+  hash:
+    md5: 5e4741a1e687aee5fc9c409a0476bef2
+    sha256: 8ad901a5fe535ebd16b469cf8e46cf174f7e6e4d9b432cc8cc02666a87e7e2ee
+  category: main
+  optional: false
 - name: xorg-kbproto
   version: 1.0.7
   manager: conda
@@ -12946,6 +19112,17 @@ package:
     sha256: 8a2e398c4f06f10c64e69f56bcf3ddfa30b432201446a0893505e735b346619a
   category: main
   optional: false
+- name: xorg-libxau
+  version: 1.0.11
+  manager: conda
+  platform: osx-arm64
+  dependencies: {}
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/xorg-libxau-1.0.11-hb547adb_0.conda
+  hash:
+    md5: ca73dc4f01ea91e44e3ed76602c5ea61
+    sha256: 02c313a1cada46912e5b9bdb355cfb4534bfe22143b4ea4ecc419690e793023b
+  category: main
+  optional: false
 - name: xorg-libxdmcp
   version: 1.1.3
   manager: conda
@@ -12969,6 +19146,17 @@ package:
     sha256: 485421c16f03a01b8ed09984e0b2ababdbb3527e1abf354ff7646f8329be905f
   category: main
   optional: false
+- name: xorg-libxdmcp
+  version: 1.1.3
+  manager: conda
+  platform: osx-arm64
+  dependencies: {}
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/xorg-libxdmcp-1.1.3-h27ca646_0.tar.bz2
+  hash:
+    md5: 6738b13f7fadc18725965abdd4129c36
+    sha256: d9a2fb4762779994718832f05a7d62ab2dcf6103a312235267628b5187ce88f7
+  category: main
+  optional: false
 - name: xorg-libxext
   version: 1.3.4
   manager: conda
@@ -13056,6 +19244,17 @@ package:
     sha256: 2a4bbe7965b99d405ddafcd05434425d8d57b34982c590eb8036eb870d8d8b86
   category: main
   optional: false
+- name: xxhash
+  version: 0.8.2
+  manager: conda
+  platform: osx-arm64
+  dependencies: {}
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/xxhash-0.8.2-hb547adb_0.conda
+  hash:
+    md5: 144cd3b88706507f332f5eb5fb83a33b
+    sha256: a70f59f7221ee72c45b39a6b36a33eb9c717ba01921cce1a3c361a4676979a2e
+  category: main
+  optional: false
 - name: xz
   version: 5.2.6
   manager: conda
@@ -13079,6 +19278,17 @@ package:
     sha256: eb09823f34cc2dd663c0ec4ab13f246f45dcd52e5b8c47b9864361de5204a1c8
   category: main
   optional: false
+- name: xz
+  version: 5.2.6
+  manager: conda
+  platform: osx-arm64
+  dependencies: {}
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/xz-5.2.6-h57fd34a_0.tar.bz2
+  hash:
+    md5: 39c6b54e94014701dd157f4f576ed211
+    sha256: 59d78af0c3e071021cfe82dc40134c19dab8cdf804324b62940f5c8cd71803ec
+  category: main
+  optional: false
 - name: yaml
   version: 0.2.5
   manager: conda
@@ -13102,6 +19312,17 @@ package:
     sha256: 5301417e2c8dea45b401ffee8df3957d2447d4ce80c83c5ff151fc6bfe1c4148
   category: main
   optional: false
+- name: yaml
+  version: 0.2.5
+  manager: conda
+  platform: osx-arm64
+  dependencies: {}
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/yaml-0.2.5-h3422bc3_2.tar.bz2
+  hash:
+    md5: 4bb3f014845110883a3c5ee811fd84b4
+    sha256: 93181a04ba8cfecfdfb162fc958436d868cc37db504c58078eab4c1a3e57fbb7
+  category: main
+  optional: false
 - name: yarl
   version: 1.9.4
   manager: conda
@@ -13133,6 +19354,21 @@ package:
     sha256: 668ea9d1e0c7b4eaa769cc79de1ea4e8da22a61d4112e660ecbaca140f097109
   category: main
   optional: false
+- name: yarl
+  version: 1.9.4
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    idna: '>=2.0'
+    multidict: '>=4.0'
+    python: '>=3.11,<3.12.0a0'
+    python_abi: 3.11.*
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/yarl-1.9.4-py311h05b510d_0.conda
+  hash:
+    md5: 510eded0989b4ef17f3adeca6cb21b22
+    sha256: 1da2a08c44e284d17156838d8207fde58dececde3c07626114df4d9a64ae9213
+  category: main
+  optional: false
 - name: zarr
   version: 2.16.1
   manager: conda
@@ -13154,11 +19390,27 @@ package:
   manager: conda
   platform: osx-64
   dependencies:
-    asciitree: ''
     fasteners: ''
+    asciitree: ''
+    python: '>=3.8'
     numcodecs: '>=0.10.0'
     numpy: '>=1.20,!=1.21.0'
+  url: https://conda.anaconda.org/conda-forge/noarch/zarr-2.16.1-pyhd8ed1ab_0.conda
+  hash:
+    md5: 59ec835edbee50266b7bdbadab7ba335
+    sha256: a320989af085d1700ace9d982e6fdb7a63de11331ab7f8bf4cf4f636e3962b65
+  category: main
+  optional: false
+- name: zarr
+  version: 2.16.1
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    fasteners: ''
+    asciitree: ''
     python: '>=3.8'
+    numcodecs: '>=0.10.0'
+    numpy: '>=1.20,!=1.21.0'
   url: https://conda.anaconda.org/conda-forge/noarch/zarr-2.16.1-pyhd8ed1ab_0.conda
   hash:
     md5: 59ec835edbee50266b7bdbadab7ba335
@@ -13193,6 +19445,20 @@ package:
     sha256: 19be553b3cc8352b6e842134b8de66ae39fcae80bc575c203076370faab6009c
   category: main
   optional: false
+- name: zeromq
+  version: 4.3.5
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    __osx: '>=10.9'
+    libcxx: '>=16.0.6'
+    libsodium: '>=1.0.18,<1.0.19.0a0'
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zeromq-4.3.5-h965bd2d_0.conda
+  hash:
+    md5: f460bbcb0ec8dc77989288fe8caa0f84
+    sha256: 06abddc92d0bf83cd9faf25f26c98d7c2cc681cb50504011580b0584cf3cb1c5
+  category: main
+  optional: false
 - name: zfp
   version: 1.0.1
   manager: conda
@@ -13220,6 +19486,19 @@ package:
     sha256: 762661fd097fa03d64e816870d9d46fa4aaafa4a502ce0fdccf2eae9d167898c
   category: main
   optional: false
+- name: zfp
+  version: 1.0.1
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    libcxx: '>=15'
+    llvm-openmp: '>=16.0.6'
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zfp-1.0.1-ha8f4885_0.conda
+  hash:
+    md5: ffa2d992521c35ea31a217e138f01b8b
+    sha256: 3b81ddab41d7174125f90739035784d8d8ff2e47b92906593a84a0858ce56090
+  category: main
+  optional: false
 - name: zipp
   version: 3.17.0
   manager: conda
@@ -13244,6 +19523,18 @@ package:
     sha256: bced1423fdbf77bca0a735187d05d9b9812d2163f60ab426fc10f11f92ecbe26
   category: main
   optional: false
+- name: zipp
+  version: 3.17.0
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    python: '>=3.8'
+  url: https://conda.anaconda.org/conda-forge/noarch/zipp-3.17.0-pyhd8ed1ab_0.conda
+  hash:
+    md5: 2e4d6bc0b14e10f895fc6791a7d9b26a
+    sha256: bced1423fdbf77bca0a735187d05d9b9812d2163f60ab426fc10f11f92ecbe26
+  category: main
+  optional: false
 - name: zlib
   version: 1.2.13
   manager: conda
@@ -13269,6 +19560,18 @@ package:
     sha256: d1f4c82fd7bd240a78ce8905e931e68dca5f523c7da237b6b63c87d5625c5b35
   category: main
   optional: false
+- name: zlib
+  version: 1.2.13
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    libzlib: 1.2.13
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zlib-1.2.13-h53f4e23_5.conda
+  hash:
+    md5: a08383f223b10b71492d27566fafbf6c
+    sha256: de0ee1e24aa6867058d3b852a15c8d7f49f262f5828772700c647186d4a96bbe
+  category: main
+  optional: false
 - name: zlib-ng
   version: 2.0.7
   manager: conda
@@ -13292,6 +19595,17 @@ package:
     sha256: 701bf17f3e22c7ba24ca547ccf4b2b5b4b58eda579ddaf68c0571427b10aa366
   category: main
   optional: false
+- name: zlib-ng
+  version: 2.0.7
+  manager: conda
+  platform: osx-arm64
+  dependencies: {}
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zlib-ng-2.0.7-h1a8c8d9_0.conda
+  hash:
+    md5: 4852d8981e833f34c8ed32e4fb8e103b
+    sha256: c526e4b6351e351c89ed0c60ca43b9f04668363a58e355583dc7701efb4fca89
+  category: main
+  optional: false
 - name: zstd
   version: 1.5.5
   manager: conda
@@ -13318,3 +19632,15 @@ package:
     sha256: d54e31d3d8de5e254c0804abd984807b8ae5cd3708d758a8bf1adff1f5df166c
   category: main
   optional: false
+- name: zstd
+  version: 1.5.5
+  manager: conda
+  platform: osx-arm64
+  dependencies:
+    libzlib: '>=1.2.13,<1.3.0a0'
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zstd-1.5.5-h4f39d0f_0.conda
+  hash:
+    md5: 5b212cfb7f9d71d603ad891879dc7933
+    sha256: 7e1fe6057628bbb56849a6741455bbb88705bae6d6646257e57904ac5ee5a481
+  category: main
+  optional: false
diff --git a/docs/installation.md b/docs/installation.md
index 459235e1..532558ac 100644
--- a/docs/installation.md
+++ b/docs/installation.md
@@ -14,20 +14,48 @@ Launch into a [JupyterLab](https://jupyterlab.readthedocs.io) environment on
 Start by cloning this [repo-url](https://github.com/Clay-foundation/model)
 
     git clone https://github.com/Clay-foundation/model
+    cd model
 
 Then we recommend [using mamba](https://mamba.readthedocs.io/en/latest/installation.html)
-to install the dependencies.
-
-A virtual environment will also be created with Python and
+to install the dependencies. A virtual environment will also be created with Python and
 [JupyterLab](https://github.com/jupyterlab/jupyterlab) installed.
 
-    cd model
     mamba env create --file environment.yml
 
+```{note}
+The command above will only work for Linux devices with CUDA GPUs. For installation
+on macOS devices (either Intel or ARM chips), follow the 'Advanced' section below.
+```
+
 Activate the virtual environment first.
 
     mamba activate claymodel
 
+Finally, double-check that the libraries have been installed.
+
+    mamba list
+
 ## Advanced
 
-See [Readme](https://github.com/Clay-foundation/model/blob/main/README.md) on model root for more details.
+This is for those who want full reproducibility of the virtual environment.
+Create a virtual environment with just Python and conda-lock installed first.
+
+    mamba create --name claymodel python=3.11 conda-lock=2.5.1
+    mamba activate claymodel
+
+Installing/Updating a virtual environment from a lockile. Use this to sync your
+dependencies to the exact versions in the `conda-lock.yml` file.
+
+    conda-lock install --mamba --name claymodel conda-lock.yml
+
+See also https://conda.github.io/conda-lock/output/#unified-lockfile for more
+usage details.
+
+```{note}
+To generate a unified [`conda-lock.yml`](https://github.com/conda/conda-lock) file
+based on the dependency specification in `environment.yml`, run:
+
+    conda-lock lock --mamba --file environment.yml --platform linux-64 --with-cuda=12.0
+
+Use this only when creating a new `conda-lock.yml` file or refreshing an existing one.
+```
diff --git a/environment.yml b/environment.yml
index dc0f5468..fb0e61eb 100644
--- a/environment.yml
+++ b/environment.yml
@@ -30,3 +30,4 @@ dependencies:
 platforms:
   - linux-64
   - osx-64
+  - osx-arm64
diff --git a/src/tests/test_model.py b/src/tests/test_model.py
index 4d197fed..6e72c6b8 100644
--- a/src/tests/test_model.py
+++ b/src/tests/test_model.py
@@ -75,7 +75,12 @@ def test_model_vit_fit(datapipe):
     with tempfile.TemporaryDirectory() as tmpdirname:
         # Training
         trainer: L.Trainer = L.Trainer(
-            accelerator="auto",
+            accelerator=(
+                "cpu"  # fallback to CPU on osx-arm64 CI
+                if os.getenv("PYTORCH_MPS_PREFER_METAL") == "0"
+                and torch.backends.mps.is_available()
+                else "auto"
+            ),
             devices=1,
             precision="16-mixed",
             fast_dev_run=True,
@@ -113,7 +118,12 @@ def test_model_predict(datapipe, litmodule, precision, embeddings_level):
     with tempfile.TemporaryDirectory() as tmpdirname:
         # Training
         trainer: L.Trainer = L.Trainer(
-            accelerator="auto",
+            accelerator=(
+                "cpu"  # fallback to CPU on osx-arm64 CI
+                if os.getenv("PYTORCH_MPS_PREFER_METAL") == "0"
+                and torch.backends.mps.is_available()
+                else "auto"
+            ),
             devices="auto",
             precision=precision,
             fast_dev_run=True,