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bilian1995's Projects

atari-py icon atari-py

A packaged and slightly-modified version of https://github.com/bbitmaster/ale_python_interface

caffe icon caffe

Caffe: a fast open framework for deep learning.

convnet icon convnet

Convolutional Neural Networks for Matlab, including Invariang Backpropagation algorithm (IBP). Has versions for GPU and CPU, written on CUDA, C++ and Matlab. All versions work identically. The GPU version uses kernels from Alex Krizhevsky's library 'cuda-convnet2'.

dml icon dml

D's Machine Learning is a machine learning toolkit for python,focus on rightness but efficiency

hmmlearn icon hmmlearn

Hidden Markov Models in Python, with scikit-learn like API

kmodes icon kmodes

Implementation of the k-modes clustering algorithm for categorical data, and several of its variations.

macvim icon macvim

Vim - the text editor - for Mac OS X

music_rnn icon music_rnn

Music Language Modeling with Recurrent Neural Networks

pacman-reinforcementlearning icon pacman-reinforcementlearning

a pacman AI with a reinforcement learning agent that utilizes value iteration, policy iteration, policy extraction, Q-learning.

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