Pinned Repositories
BTYD
Customized BTYD R package
deep-learning
Collection of deep learning resources.
EM-Tutorial
My notes about expectation maximization. (Heavily taken from the referenced papers and tutorials)
gemgem
A Bejeweled clone in Python & Pygame
SmartTypes
a tool for social discovery
yahtzee-optimal-strategy
greeness's Repositories
greeness/deep-learning
Collection of deep learning resources.
greeness/EM-Tutorial
My notes about expectation maximization. (Heavily taken from the referenced papers and tutorials)
greeness/BTYD
Customized BTYD R package
greeness/yahtzee-optimal-strategy
greeness/boosting_notes
Notes for learning boosting algorithms.
greeness/flask
A microframework based on Werkzeug, Jinja2 and good intentions
greeness/petl
Python Extract Transform and Load Tables of Data
greeness/pgm-reading
sample/demo codes when reading Koller's PGM book
greeness/pymc
Bayesian inference in Python
greeness/pymc-examples
PyMC Example Notebooks
greeness/Arcade-Learning-Environment
The Arcade Learning Environment (ALE) -- a platform for AI research.
greeness/charagram
Code to train and use models from "Charagram: Embedding Words and Sentences via Character n-grams".
greeness/CNN_sentence
CNNs for sentence classification
greeness/ctr_prediction
papers related to ctr prediction, resources, test codes on toy problems.
greeness/deep-rl-tensorflow
TensorFlow implementation of Deep Reinforcement Learning papers
greeness/DeepLearnToolbox
Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.
greeness/DeepRL-Agents
A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
greeness/fbcunn
Facebook's extensions to torch/cunn.
greeness/letterpress_board
effort to make an initial board like letterpress in python
greeness/libfm
Library for factorization machines
greeness/lime
Lime: Explaining the predictions of any machine learning classifier
greeness/networkx
Official NetworkX source code repository.
greeness/OverFeat
greeness/reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
greeness/rushhour_solver
A breath-first-search solution finder for rush hour puzzles.
greeness/spearmint
Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012
greeness/svm_tutorial
SVM Tutorial
greeness/tensorflow
Computation using data flow graphs for scalable machine learning
greeness/tesseract
Tesseract Open Source OCR Engine (main repository)
greeness/vowpal_wabbit
John Langford's original release of Vowpal Wabbit -- a fast online learning algorithm