Panzermann's starred repositories
Random-Forest-Matlab
A Random Forest implementation for MATLAB. Supports arbitrary weak learners that you can define.
search-engine-principle
搜索引擎原理详解，开源电子书
scala-cheat-sheet
Scala cheat sheet
acm-cheat-sheet
Acm Cheat Sheet
machine-learning-cheat-sheet
Classical equations and diagrams in machine learning
neural-language-model
Implementation of neural language models, in particular Collobert + Weston (2008) and a stochastic margin-based version of Mnih's LBL.
NN-Topology-Post
A blog post exploring a connection between neural networks and topology
Conv-Nets-Series
A series of blog posts on convolutional neural networks and their generalizations.
NLP-RNNs-Representations-Post
A blog post using word embeddings and RNNs to explain representations.
the-secret-of-the-big-guys
k-means + a linear model = good results
twister-core
twister core / daemon
twister-webkit
webkit client for twister
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
adversarial
Code and hyperparameters for the paper "Generative Adversarial Networks"
theano_exercises
Exercises for my tutorials on Theano
phd-thesis
Repository of my thesis "Understanding Random Forests"
FlappyBirdRL
Flappy Bird hack using Reinforcement Learning