hantek Goto Github PK

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

baby-ai-game

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

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.

binary_conv

binary connected convolutional nets

binaryconnect

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

binarynet

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

complex_rnn

debugger.lua

A simple, embedabble CLI debugger for Lua.

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[email protected] 版权所有，违权必究 Tan 2018.06

deeprl

Highly modularized implementation of popular deep RL algorithms in PyTorch

distance-parser

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

effectivetensorflow

TensorFlow tutorials and best practices.

eli5

Scripts and links to recreate the ELI5 dataset.

fblualib

Facebook libraries and utilities for Lua

fuel

A data pipeline framework for machine learning

hantek.github.io

lasagne

Lightweight library to build and train neural networks in Theano

learn-travis

:sunglasses: A quick Travis CI (Continuous Integration) Tutorial for Node.js developers

leetcode

LeetCode题解，151道题完整版

localnet

metaopt

Asynchronous Distributed Hyperparameter Optimization for Deep Neural Networks

mxnet

Lightweight, Portable, Fast and Flexible Distributed Deep Learning, for python, R, Julia, Go and more

myia

Myia prototyping

neurobricks

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

onchipbnn

Trying to put Binary Neural Network on a chip

parikh_snli

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

prpn

Parsing Reading Predict Network

pylearn2

A Machine Learning library based on Theano

pytext

A natural language modeling framework based on PyTorch