hantek

deeplearn_hsi

Source code for ``Deep Learning-Based Classification of Hyperspectral Data'' published at JSTAR

distance-parser

Source code for ``Straight to the Tree: Constituency Parsing with Neural Syntactic Distance'' published at ACL 2018

SelfAttentiveSentEmbed

Source code for ``A Structured Self-Attentive Sentence Embedding'' published in ICLR 2017

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，近30万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

baby-ai-game

Prototype of a game where a reinforcement learning agent is trained through natural language instructions

myia

Myia prototyping

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

BinaryNet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

DeepRL

Highly modularized implementation of popular deep RL algorithms in PyTorch

EffectiveTensorflow

TensorFlow tutorials and best practices.

ELI5

Scripts and links to recreate the ELI5 dataset.

hantek.github.io

leetcode

LeetCode题解，151道题完整版

metaopt

Asynchronous Distributed Hyperparameter Optimization for Deep Neural Networks

PRPN

Parsing Reading Predict Network

pytext

A natural language modeling framework based on PyTorch

pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

pytorch_GAN_zoo

A mix of GAN implementations including progressive growing

rrnet

basic rrnet implementation

snippets

snippets of various code blocks

Structured-Self-Attentive-Sentence-Embedding

An open-source implementation of the paper ``A Structured Self-Attentive Sentence Embedding'' published by IBM and MILA.

SurviveSJTUManual

更新2008年版本的《上海交通大学生存手册》gitbook发布于https://survivesjtu.gitbook.io/survivesjtumanual/

tensorflow_tutorials

From the basics to slightly more interesting applications of Tensorflow

TreebankPreprocessing

Python scripts preprocessing Penn Treebank and Chinese Treebank

vim

vim-cheatsheet

My personal vim cheatsheet

vision

Datasets, Transforms and Models specific to Computer Vision

WAGE