GSoC/GCI Archive
Google Summer of Code 2014 Python Software Foundation

Scikit-learn: Improved Linear Models

by Manoj Kumar for Python Software Foundation

My project aims at improving the linear modelling in scikit-learn, by implementing the following goals. 1. Random / Cyclic co-ordinate descent 2. Finishing Gael's Logistic Regression CV PR 3. Finishing Larsman's Multiomial Regression PR + MultinomialRegressionCV 4. Strong Rules for (ElasticNet + Lasso) and (ElasticNetCV + LassoCV) 5. (L1 + L2) regression using CDN 6. Fixing all issues that I might face while dealing with the above goals.