GitHub - evanxia1018/CSE539_Project

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 55 Commits
.idea		.idea
MNIST_dataset		MNIST_dataset
__pycache__		__pycache__
dataset backup		dataset backup
final_results		final_results
.gitignore		.gitignore
Dataset_Generator.py		Dataset_Generator.py
Evaluate_lle.py		Evaluate_lle.py
Evaluate_pca.py		Evaluate_pca.py
Evaluation.py		Evaluation.py
Evaluation_Stage.py		Evaluation_Stage.py
ForTestOnly.py		ForTestOnly.py
Generation_Stage.py		Generation_Stage.py
LICENSE		LICENSE
Locally_Linear_Embedding.py		Locally_Linear_Embedding.py
MyLLE.py		MyLLE.py
Plot_Graph.py		Plot_Graph.py
Program.py		Program.py
README		README
Testing.py		Testing.py
datasets_labels.p		datasets_labels.p
lle_reduced_datasets_under_diff_k.p		lle_reduced_datasets_under_diff_k.p
loader.py		loader.py
original_datasets.p		original_datasets.p
pca_reduced_datasets.p		pca_reduced_datasets.p

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README

Dependencies: Python3, Numpy, Scipy, sklearn, matplotlib

IDE: PyCharm Community 

compiler: Python3

OS: Mac OS

Libraries: Numpy, Scipy, sklearn, matplotlib

HOW-TO-USE:
Just execute the "Program.py" file using Python intepreter. 
There will be nine options with descriptions available for you to use.
Enter the option that you would like to perform. Enter 0 if you want to exit.
Please note that the datasets stored in the submission is the ones we used int the report.
Generate new datasets will overwrite them.