Good Data Science/Machine Learning Resources

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers, a book by Cameron Davidson-Pilon in ipython notebook

Posted in Resources | Leave a comment

good python resources

super package that installs Numpy, Scipy, Scikit-learn and Matplotlib to the naive python distribution on Mac

machine learning in python

Pythonic Preambulations

A very good short instruction to Python By Vamei

 

Posted in Resources | Tagged , , | Leave a comment

MATHEMATICAL OPTIMIZATION SOLVING PROBLEMS USING GUROBI AND PYTHON

might be a good reference for gurobi and python, also keep in mind that “multi-dict” is recommended everywhere, learn it soon.

Link | Posted on by | Tagged , , | Leave a comment

伯恩斯坦 哈佛大学音乐讲座 第1讲 音乐音系学

收藏一下这个系列

Link | Posted on by | Tagged | Leave a comment

A TeX Fledgling Struggles to Take Flight

Link | Posted on by | Tagged | Leave a comment

Taking logarithms in statistical data

Interpretation of Regression Coefficients When the Variables are Re-expressed as Logarithms

Link | Posted on by | Tagged | Leave a comment