Beast code in Giters

YaFan Tao's starred repositories

keras

Deep Learning for humans

Language:PythonApache-2.061718 1911 12135

gym

A toolkit for developing and comparing reinforcement learning algorithms.

Language:PythonNOASSERTION34597 1059 1826

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Language:Jupyter NotebookMIT20470 860 155

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

Language:PythonMIT15692 647 850

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

Language:PythonApache-2.015385 465 1247

facenet

Face recognition using Tensorflow

Language:PythonMIT13749 562 1127

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

Language:Jupyter NotebookApache-2.010527 425 168

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

Language:PythonMIT8782 97 181

GloVe

Software in C and data files for the popular GloVe model for distributed word representations, a.k.a. word vectors or embeddings

Language:CApache-2.06841 228 162

face_classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

Language:PythonMIT5596 227 121

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

Language:PythonApache-2.04257 110 160

fairseq-lua

Facebook AI Research Sequence-to-Sequence Toolkit

Language:LuaNOASSERTION3744 210 141

pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

Language:PythonNOASSERTION2177 50 155

roboschool

DEPRECATED: Open-source software for robot simulation, integrated with OpenAI Gym.

Language:PythonNOASSERTION2119 280 184

sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

Language:PythonMIT2105 64 133

SeqGAN

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

Language:Python2087 72 65

resources

知名互联网企业内推资料整理持续更新ing 。目前已经维护五个微信群接近3000人，欢迎你的加入！

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attention

some attention implements

Language:Python1430 32 21

MarkdownViewerPlusPlus

A Notepad++ Plugin to view a Markdown file rendered on-the-fly

Language:C#MIT1180 51 156

attention-is-all-you-need-keras

A Keras+TensorFlow Implementation of the Transformer: Attention Is All You Need

Language:Python704 26 35

headlines

Automatically generate headlines to short articles

Language:Jupyter NotebookMIT525 28 37

pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks" (Python3)

Language:PythonNOASSERTION311 90

conv_seq2seq

A tensorflow implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)

Language:PythonApache-2.0303 19 27

A-DEEP-REINFORCED-MODEL-FOR-ABSTRACTIVE-SUMMARIZATION

Pytorch implementation for paper of "A DEEP REINFORCED MODEL FOR ABSTRACTIVE SUMMARIZATION". https://arxiv.org/abs/1705.04304

Language:Python159 8 5

headline-generation

Inspired by http://nlp.stanford.edu/courses/cs224n/2015/reports/1.pdf

Language:Python57 4 1

AbTextSumm

Abstractive Summarization IJCAI paper code

Language:PythonMPL-2.029 5 7