happyphonon

awesome-rl

Reinforcement learning resources curated

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

capital_one_solution

chat_corpus

chat corpus collection from various open sources

Chinese_Word2Vec

Step to step to train Chinese word2vec

ChineseWord2Vec

coursera-Advanced-Machine-Learning-specialization

Repo for coursera specialization Advanced Machine Learning by Higher School of Economics

courses-1

fast.ai Courses

crnn.pytorch

Convolutional recurrent network in pytorch

CTPN

Detecting Text in Natural Image with Connectionist Text Proposal Network

deep_ocr

make a better chinese character recognition OCR than tesseract

deep_q

Deep reinforcement learning with TensorFlow

DeepVideoAnalytics

A highly configurable visual search & analytics platform for images and videos.

draw_convnet

fastText

Library for fast text representation and classification.

fuzzywuzzy

Fuzzy String Matching in Python

generating-reviews-discovering-sentiment

Code for "Learning to Generate Reviews and Discovering Sentiment"

intro-to-dl

Resources for "Introduction to Deep Learning" course.

kaggle-web-traffic

1st place solution

kaggle_grocery_sales

language-models

Build unigram and bigram language models, implement Laplace smoothing and use the models to compute the perplexity of test corpora.

lectures

Oxford Deep NLP 2017 course

mahout

Mirror of Apache Mahout

natural-language-processing

Resources for "Natural Language Processing" Coursera course.

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

SparrowRecSys

A Deep Learning Recommender System

stanford_self_driving_car_code

Stanford Code From Cars That Entered DARPA Grand Challenges

tensorflow-speech-recognition

🎙Speech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks

tf-rnn-attention

Tensorflow implementation of attention mechanism for text classification tasks.

warp-ctc

Fast parallel CTC.