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Move workload from MechanismConfig subclasses (DirectConfig, AIMConfig, SWIFTConfig) to configure(..., workload=...) and calibrate(..., workload=...) across TabularConfig, DiscreteConfig, BeamTabularConfig, DirectConfig, AIMConfig, and SWIFTConfig, validating workloads against the schema/domain at configuration time via Workload.from_any(workload, domain). Welcome First-Time Contributors #156: Pull request #244 opened by copybara-service Bot
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Pass workload at configuration time and introduce canonical Workload class. Welcome First-Time Contributors #155: Pull request #243 opened by copybara-service Bot
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Add documentation guide on specifying attribute domains. Welcome First-Time Contributors #154: Pull request #242 opened by copybara-service Bot
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Add pandas dtype domain inference adapter. Welcome First-Time Contributors #153: Pull request #241 opened by copybara-service Bot
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Add _as_zcdp and _parallel_compose_event to dpsynth._calibration Welcome First-Time Contributors #152: Pull request #240 opened by copybara-service Bot
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Latest version of AIM-GDP Welcome First-Time Contributors #151: Pull request #239 opened by bogdan-kulynych
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Remove redundant jax.tree_util.register_dataclass(mbi.Dataset) call inside _checkpoint.py. Welcome First-Time Contributors #150: Pull request #238 opened by copybara-service Bot
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Fix Pytype mismatch with updated mbi Welcome First-Time Contributors #149: Pull request #237 opened by copybara-service Bot
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Add estimator configuration field to DirectConfig. The default MirrorDescent estimator is pretty robust but only has a O(1/t) convergence rate. mbi supports other estimators that enjoy improved O(1/t^2) convergence rates, which can be particularly helpful in regimes with high signal to noise ratio where getting close to the optimum is important. Welcome First-Time Contributors #148: Pull request #236 opened by copybara-service Bot
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Temporarily deprecate unused max_records_per_user in dpsynth, and remove all plumbing from configs, mechanisms, and primitives. Support will be added back in a follow-up change. Welcome First-Time Contributors #147: Pull request #235 opened by copybara-service Bot
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Use with_group_size in MultiTableMechanism instead of max_records_per_user plumbing. Welcome First-Time Contributors #146: Pull request #234 opened by copybara-service Bot
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Ceil integer attributes in undiscretize when clip_to_range is False Welcome First-Time Contributors #145: Pull request #233 opened by copybara-service Bot
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Split delta via delta_split in calibrate and equally across open-set columns in configure. Welcome First-Time Contributors #144: Pull request #232 opened by copybara-service Bot
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Document DPSynth accounting philosophy and MechanismConfig design boundaries Welcome First-Time Contributors #143: Pull request #231 opened by copybara-service Bot
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Add group_size parameter to calibrate and export dpsynth.with_group_size. Welcome First-Time Contributors #142: Pull request #230 opened by copybara-service Bot
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58m 18s
Remove deprecated TabularSynthesizer alias from dpsynth. Welcome First-Time Contributors #141: Pull request #229 opened by copybara-service Bot
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Add optional fixed bin_edges to NumericalAttribute. Welcome First-Time Contributors #140: Pull request #228 opened by copybara-service Bot
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Rename configure(zcdp_rho) to configure(budget) across dpsynth and update docs as appropriate. The explicit mention of "ZCDP" in dpsynth is a point of confusion, we we want to point end users away from this API, and make it easier for developers to understand by explicitly calling it a "dummy budget" with a rough zcdp interpretation. Welcome First-Time Contributors #139: Pull request #227 opened by copybara-service Bot
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Support NumericalAttribute intervals in dpsynth.constraints.Constraint: Welcome First-Time Contributors #138: Pull request #226 opened by copybara-service Bot
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2m 48s
Add InequalityConstraint for pairwise numerical ordering in dpsynth: Welcome First-Time Contributors #137: Pull request #225 opened by copybara-service Bot
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Split NumericalInitializer budget between quantiles and Gaussian bin-count measurements, and remove total_count_sigma from TabularMechanism. Welcome First-Time Contributors #136: Pull request #224 opened by copybara-service Bot
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Add configurable workload degree to AIM Welcome First-Time Contributors #135: Pull request #222 opened by ArijanaBohr
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Log skipped fields in protobuf.infer_domain and cache field getters in protobuf.to_tuple. Welcome First-Time Contributors #134: Pull request #221 opened by copybara-service Bot
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Allow research/privacy/mimix/... in visibility for dpsynth and mbi, and handle empty per-type detail schemas in NestedTabularMechanism. Welcome First-Time Contributors #133: Pull request #220 opened by copybara-service Bot
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Support optional numerical_bounds in dpsynth.adapters.pydantic.infer_domain. Welcome First-Time Contributors #132: Pull request #219 opened by copybara-service Bot
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