diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000000000000000000000000000000000000..2d19fc766d98a08d9d1437896bfb008a7b15f340 --- /dev/null +++ b/.gitignore @@ -0,0 +1 @@ +*.html diff --git a/todo.org b/todo.org index ce15fb0227288dfee5a251482563ee658dbed875..628858878ba3eaf7129a6015f68d64dcbce0b5d0 100644 --- a/todo.org +++ b/todo.org @@ -1,4 +1,14 @@ +* TODO Getting started with Python + * TODO Programming Assignment 1 (Nearest Neighbor) - How to debug? - Validation/test - Confusion matrix/ROC analysis +* TODO Linear Regression & Naive Bayes & Logistic Regression (?) +- Linear Regression: + - Polynomial linear regression + - Regularization techniques: Lasso, crossvalidation + - Naive Bayes: text/webpage classification + - should be reasonably complex and fun + - sparse data problem: Bayesian method, smoothing +* TODO (?) Logistic Regression & Decision Tree Ensemble Methods & Neural Network