Shujian2015

rl4nlp

A collection of papers on reinforcement learning applied to NLP

LeetCode

:pencil: Python / C++ 11 Solutions of All LeetCode Questions

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

awesome-2vec

Curated list of 2vec-type embedding models

awesome-architecture-search

A curated list of awesome architecture search resources

awesome-interpretable-machine-learning

awesome-network-embedding

A curated list of network embedding techniques.

awesome-rl

Reinforcement learning resources curated

awesome_time_series_in_python

This curated list contains python packages for time series analysis

bottom-up-summary

decaNLP

The Natural Language Decathlon: A Multitask Challenge for NLP

deep-siamese-text-similarity

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings

DME

Dynamic Meta-Embeddings for Improved Sentence Representations

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

forced-alignment-tools

A collection of links and notes on forced alignment tools

hackathon-starter

A boilerplate for Node.js web applications

keras-rl

Deep Reinforcement Learning for Keras.

Meta-Learning-Papers

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

osim-rl

Reinforcement learning environments with musculoskeletal models

paraphrase-id-tensorflow

Various models and code (Manhattan LSTM, Siamese LSTM + Matching Layer, BiMPM) for the paraphrase identification task, specifically with the Quora Question Pairs dataset.

PathLevel-EAS

Path-Level Network Transformation for Efficient Architecture Search, in ICML 2018.

pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

rouge-we

ROUGE summarization evaluation metric, enhanced with use of Word Embeddings

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

talos

Hyperparameter Optimization for Keras Models

tensorflow

An Open Source Machine Learning Framework for Everyone

textvec

Text vectorization tool to outperform TFIDF for classification tasks

the-gan-zoo

A list of all named GANs!

Voice_Converter_CycleGAN

Voice Converter Using CycleGAN and Non-Parallel Data