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Name: Yang Gu
Type: User
Company: Scopely
Location: Los Angeles, CA, USA
Yang Gu's Projects
arcade-learning-environment
The Arcade Learning Environment (ALE) -- a platform for AI research.
bloomfilter-rb
BloomFilter(s) in Ruby: Native counting filter + Redis counting/non-counting filters
boosting_notes
Notes for learning boosting algorithms.
boto
Python interface to Amazon Web Services
btyd
Customized BTYD R package
charagram
Code to train and use models from "Charagram: Embedding Words and Sentences via Character n-grams".
check_sqs_queue
Amazon SQS queue length monitor. Works stand-alone or as a Nagios plugin
cnn_sentence
CNNs for sentence classification
ctr_prediction
papers related to ctr prediction, resources, test codes on toy problems.
deep-learning
Collection of deep learning resources.
deep-rl-tensorflow
TensorFlow implementation of Deep Reinforcement Learning papers
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.
deeprl-agents
A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
dmoz-parser
Dmoz RDF parser
draw-something-helper
print out all possible words - 20 lines of python
dumbo
Python module that allows you to easily write and run Hadoop programs.
em-tutorial
My notes about expectation maximization. (Heavily taken from the referenced papers and tutorials)
fbcunn
Facebook's extensions to torch/cunn.
flask
A microframework based on Werkzeug, Jinja2 and good intentions
gemgem
A Bejeweled clone in Python & Pygame
google-search-api
Python based api for searching google web, images, calc, and currency conversion.
graphlab_cmu
snapshot of graphlab@CMU
hd_streams_clustering
A project to cluster high-dimensional streams.
letterpress_board
effort to make an initial board like letterpress in python
libfm
Library for factorization machines
libspatialindex
C++ implementation of R*-tree, an MVR-tree and a TPR-tree with C API
lime
Lime: Explaining the predictions of any machine learning classifier
localitysensitivehashing
A Python library that implements locality-sensitive hashing for the near(est) neighbors problem.
milk
MILK: Machine Learning Toolkit
ml-tutorial-code
some python sample code for machine learning algorithms
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