├── .gitignore ├── 00-gradient_descent_line_search.ipynb ├── 01-logistic_gd.ipynb ├── 02-logistic_newton.ipynb ├── 03-stochastic_gradient_descent.ipynb ├── 04-coordinate_descent.ipynb ├── DS3_slides.pdf ├── README.md └── solutions ├── q01_1.py ├── q01_2.py ├── q02_1.py ├── q02_2.py ├── q03_1.py └── q04_1.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agramfort/DS3_practical_optim_for_ml/HEAD/.gitignore -------------------------------------------------------------------------------- /00-gradient_descent_line_search.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agramfort/DS3_practical_optim_for_ml/HEAD/00-gradient_descent_line_search.ipynb -------------------------------------------------------------------------------- /01-logistic_gd.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agramfort/DS3_practical_optim_for_ml/HEAD/01-logistic_gd.ipynb -------------------------------------------------------------------------------- /02-logistic_newton.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agramfort/DS3_practical_optim_for_ml/HEAD/02-logistic_newton.ipynb -------------------------------------------------------------------------------- /03-stochastic_gradient_descent.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agramfort/DS3_practical_optim_for_ml/HEAD/03-stochastic_gradient_descent.ipynb -------------------------------------------------------------------------------- /04-coordinate_descent.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agramfort/DS3_practical_optim_for_ml/HEAD/04-coordinate_descent.ipynb -------------------------------------------------------------------------------- /DS3_slides.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agramfort/DS3_practical_optim_for_ml/HEAD/DS3_slides.pdf -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agramfort/DS3_practical_optim_for_ml/HEAD/README.md -------------------------------------------------------------------------------- /solutions/q01_1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agramfort/DS3_practical_optim_for_ml/HEAD/solutions/q01_1.py -------------------------------------------------------------------------------- /solutions/q01_2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agramfort/DS3_practical_optim_for_ml/HEAD/solutions/q01_2.py -------------------------------------------------------------------------------- /solutions/q02_1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agramfort/DS3_practical_optim_for_ml/HEAD/solutions/q02_1.py -------------------------------------------------------------------------------- /solutions/q02_2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agramfort/DS3_practical_optim_for_ml/HEAD/solutions/q02_2.py -------------------------------------------------------------------------------- /solutions/q03_1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agramfort/DS3_practical_optim_for_ml/HEAD/solutions/q03_1.py -------------------------------------------------------------------------------- /solutions/q04_1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agramfort/DS3_practical_optim_for_ml/HEAD/solutions/q04_1.py --------------------------------------------------------------------------------