Polytope-Identifiability

Official Codes for "On Identifiable Polytope Characterization for Polytopic Matrix Factorization"

Identifiable Polytope Characterization

-> Python Version: Python 3.7.11 (default, Jul 27 2021, 14:32:16)

-> Required Python Packages: Specified in requirements.txt file.

-> Platform Info : "OS: Linux (x86_64-pc-linux-gnu) CPU: Intel(R) Xeon(R) Gold 6248 CPU @ 2.50GHz"

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USING WINDOWS SUBSYSTEM FOR LINUX (wsl) IN WINDOWS 10/11

STEP1 : Download Ubuntu 18.04 LTS from Microsoft Store. We will call this app as wsl from now on.

STEP3 : Follow the steps from https://doc.sagemath.org/html/en/installation/conda.html to create an Anaconda environment with SageMath installed.

STEP4: Activate environment using one of the following commands depending on your environment

"source activate <your_env_name>"
"conda activate <your_env_name>"

STEP 5: Moreover, you may need to install the Python libraries submitted in requirements.txt

Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
imgs		imgs
Example_Identifiability_Experiments_with_Random_Polytope_Generation.ipynb		Example_Identifiability_Experiments_with_Random_Polytope_Generation.ipynb
Example_Identifiability_Experiments_with_Saved_Poly_DataFrame.ipynb		Example_Identifiability_Experiments_with_Saved_Poly_DataFrame.ipynb
README.md		README.md
generate_practical_polytopes.py		generate_practical_polytopes.py
poly_iden.py		poly_iden.py
polytope_operations.py		polytope_operations.py
practical_polytopes_identifiability_decision.py		practical_polytopes_identifiability_decision.py
practical_polytopes_identifiability_decision_brute_force.py		practical_polytopes_identifiability_decision_brute_force.py
requirements.txt		requirements.txt