├── .gitignore ├── README.md ├── cs229-notes-backprop.pdf ├── cs229-notes-deep_learning.pdf ├── cs229-notes1.pdf ├── cs229-notes10.pdf ├── cs229-notes11.pdf ├── cs229-notes12.pdf ├── cs229-notes13.pdf ├── cs229-notes2.pdf ├── cs229-notes3.pdf ├── cs229-notes4a.pdf ├── cs229-notes4b.pdf ├── cs229-notes5.pdf ├── cs229-notes6.pdf ├── cs229-notes7a.pdf ├── cs229-notes7b.pdf ├── cs229-notes8.pdf ├── cs229-notes9.pdf ├── ml_application_advice.pdf ├── psets ├── ps0.pdf ├── ps1.pdf ├── ps2.pdf ├── ps3.pdf └── ps4.pdf ├── section_notes ├── 1 - cs229-linalg.pdf ├── 2 - cs229-prob.pdf ├── 3 - MATLAB_Session.pdf ├── 3a - logistic_grad_ascent.m ├── 3b - matlab_session.m ├── 3c - sigmoid.m ├── 4 - cs229-cvxopt.pdf ├── 5 - cs229-cvxopt2.pdf ├── 6 - cs229-hmm.pdf ├── 7 - gaussians.pdf ├── 8 - more_on_gaussians.pdf └── 9 - cs229-gaussian_processes.pdf ├── supplementary_notes ├── 1 - loss-functions.pdf ├── 2 - boosting.pdf ├── 3 - boosting_example.m ├── 4 - representer-function.pdf ├── 5 - hoeffding.pdf 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