chocolate9624's repositories
caffe
Caffe: a fast open framework for deep learning.
CircleLoss
Pytorch implementation of the paper "Circle Loss: A Unified Perspective of Pair Similarity Optimization"
deep-reinforcement-learning-papers
A list of papers and resources dedicated to deep reinforcement learning
DeepStack-Leduc
Example implementation of the DeepStack algorithm for no-limit Leduc poker
dqn-in-the-caffe
An implementation of Deep Q-Network using Caffe
n-grams
My Python n-gram Language Model from an NLP course. Since there are so public implementations, I feel free to post mine.
RNN-Transducer
MXNet implementation of RNN Transducer (Graves 2012): Sequence Transduction with Recurrent Neural Networks
rnn-tutorial-rnnlm
Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano
RocAlphaGo
An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.
spark-n-spell-1
SPARK-n-SPELL
symspell
SymSpell: 1 million times faster through Symmetric Delete spelling correction algorithm
tensorflow
Computation using data flow graphs for scalable machine learning
TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
tensorflow-reinforce
Implementations of Reinforcement Learning Models in Tensorflow
tf_optimizers
Optimizers in tensorflow from scratch
theanets
feedforward and recurrent neural networks