posenhuang's repositories

deeplearningsourceseparation

Deep Recurrent Neural Networks for Source Separation

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NPMT

Towards Neural Phrase-based Machine Translation

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singingvoiceseparationrpca

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

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rnn-speech-denoising

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

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climf

collaborative less-is-more filtering

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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!

neuraltalk

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

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reinforcement-learning

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

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warp-ctc

Fast parallel CTC.

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allennlp

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

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ARAE

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

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cayley

An open-source graph database

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cleverhans

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

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fairness-indicators

Tensorflow's Fairness Evaluation and Visualization Toolkit

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graph_reachability_dataset

Graph Reachability Dataset

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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.

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kaldi

This is now the official location of the Kaldi project.

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Meta-Learning-Papers

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

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pdnn

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

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posenhuang.github.io

Personal Website

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WikiSQL

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

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