GitHub - kunschg/Optimization-for-ML-

#Optimization for ML

This repo contains all codes and Jupyter Notebook for the course projetc of Optimization in the IASD's master.

Name		Name	Last commit message	Last commit date
Latest commit History 34 Commits
.gitignore		.gitignore
Part1-gradient-descent.ipynb		Part1-gradient-descent.ipynb
Part2-autodiff.ipynb		Part2-autodiff.ipynb
Part3-SGD.ipynb		Part3-SGD.ipynb
Part4-Convexity-Constrained.ipynb		Part4-Convexity-Constrained.ipynb
Part5-Proximal-Lasso.ipynb		Part5-Proximal-Lasso.ipynb
Part6-LargeScaleOptimization.ipynb		Part6-LargeScaleOptimization.ipynb
Part7-NonConvexity.ipynb		Part7-NonConvexity.ipynb
README.md		README.md
useful_functions.py		useful_functions.py

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