posenhuang Goto Github PK

allennlp

An open-source NLP research library, built on PyTorch.

arae

Code for the paper "Adversarially Regularized Autoencoders for Generating Discrete Structures" by Zhao, Kim, Zhang, Rush and LeCun

arctic-captions

cayley

An open-source graph database

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

climf

collaborative less-is-more filtering

deeplearningsourceseparation

Deep Recurrent Neural Networks for Source Separation

fairness-indicators

Tensorflow's Fairness Evaluation and Visualization Toolkit

graph_reachability_dataset

Graph Reachability Dataset

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

kaldi

This is now the official location of the Kaldi project.

learn-git-in-30-days

這是 Will 保哥在 2013 第 6 屆 iT 邦幫忙鐵人賽年度大獎的得獎著作【30 天精通 Git 版本控管】，歡迎大家 fork 我，如果有看見任何文字勘誤，也歡迎利用 pull request 來通知我修正，謝謝！

meta-learning-papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

npmt

Towards Neural Phrase-based Machine Translation

pdnn

PDNN: A Python Toolkit for Deep Learning. http://www.cs.cmu.edu/~ymiao/pdnntk.html

posenhuang.github.io

Personal Website

reinforcement-learning

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

rnn-speech-denoising

Recurrent neural network training for noise reduction in robust automatic speech recognition

singingvoiceseparationrpca

Singing-Voice Separation From Monaural Recordings Using Robust Principal Component Analysis

warp-ctc

Fast parallel CTC.

wikisql

A large annotated semantic parsing corpus for developing natural language interfaces.