hantek

binary_conv

binary connected convolutional nets

BinaryConnect

Source code for ``Neural Networks with Few Multiplications'' published at ICLR 2016

deeplearn_hsi

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

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

distance-parser

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

NeuroBricks

A theano wrapper for conveniently implementing, training and analyzing neural nets.

parikh_snli

A lasagne reproduction of Parikh's decomposable attention model, ``A Decomposable Attention Model for Natural Language Inference'' published at EMNLP 2016

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

SelfAttentiveSentEmbed

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

zlinnet

Source code for ``How far can we go without convolution: Improving fully-connected networks'' published at ICLR 2016 workshop

hantek/deeplearn_hsi

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

hantek/distance-parser

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

hantek/SelfAttentiveSentEmbed

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

hantek/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

hantek/reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

hantek/baby-ai-game

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

hantek/myia

Myia prototyping

hantek/awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

hantek/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.

hantek/BinaryNet

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

hantek/DeepRL

Highly modularized implementation of popular deep RL algorithms in PyTorch

hantek/EffectiveTensorflow

TensorFlow tutorials and best practices.

hantek/ELI5

Scripts and links to recreate the ELI5 dataset.

hantek/hantek.github.io

hantek/leetcode

LeetCode题解，151道题完整版

hantek/metaopt

Asynchronous Distributed Hyperparameter Optimization for Deep Neural Networks

hantek/PRPN

Parsing Reading Predict Network

hantek/pytext

A natural language modeling framework based on PyTorch

hantek/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.

hantek/pytorch_GAN_zoo

A mix of GAN implementations including progressive growing

hantek/rrnet

basic rrnet implementation

hantek/snippets

snippets of various code blocks

hantek/Structured-Self-Attentive-Sentence-Embedding

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

hantek/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/

hantek/tensorflow_tutorials

From the basics to slightly more interesting applications of Tensorflow

hantek/TreebankPreprocessing

Python scripts preprocessing Penn Treebank and Chinese Treebank

hantek/vim

hantek/vim-cheatsheet

My personal vim cheatsheet

hantek/vision

Datasets, Transforms and Models specific to Computer Vision

hantek/WAGE