### Category: statistics / machine learning / data analysis

An attempt at implementing char-rnn with PyTorch Some nonparametric statistics math Some good "Statistics for programmers" resources How do these "neural network style transfer" tools work? A few reasons to be skeptical of machine learning Looking inside machine learning black boxes Winning the bias-variance tradeoff ★ How to trick a neural network into thinking a panda is a vulture Is machine learning safe to use? Some easy statistics: Bootstrap confidence intervals A/A testing Fun with machine learning: logistic regression! Fun with machine learning: does your model actually work? Fun with stats: How big of a sample size do I need? Machine learning isn't Kaggle competitions ★ A pandas cookbook Graphing bike path data with IPython Notebook and pandas