GitHub - francoispierrepaty/Teaching_SOADML: Repo for the course "Stochastic Optimization and Automatic Differentiation for Machine Learning" at ENSAE ParisTech.

francoispierrepaty / Teaching_SOADML Public

Repo for the course "Stochastic Optimization and Automatic Differentiation for Machine Learning" at ENSAE ParisTech.

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Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
Geographical Original of Music		Geographical Original of Music
ADMM_algorithm.png		ADMM_algorithm.png
ADMM_problem.png		ADMM_problem.png
SOADML_1_GD_and_SGD.ipynb		SOADML_1_GD_and_SGD.ipynb
SOADML_1_GD_and_SGD_with_answers.ipynb		SOADML_1_GD_and_SGD_with_answers.ipynb
SOADML_2_SVRG_and_SAGA.ipynb		SOADML_2_SVRG_and_SAGA.ipynb
SOADML_2_SVRG_and_SAGA_with_answers.ipynb		SOADML_2_SVRG_and_SAGA_with_answers.ipynb
SOADML_3_ADMM.ipynb		SOADML_3_ADMM.ipynb
SOADML_3_ADMM_with_answers.ipynb		SOADML_3_ADMM_with_answers.ipynb
SOADML_4_Automatic_Differentiation.ipynb		SOADML_4_Automatic_Differentiation.ipynb
SOADML_4_Automatic_Differentiation_with_answers.ipynb		SOADML_4_Automatic_Differentiation_with_answers.ipynb
heatmap.txt		heatmap.txt