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opennmt-py

Open Source Neural Machine Translation in PyTorch

openseq2seq-1

Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

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.

plotneuralnet

Latex code for making neural networks diagrams

pointer-generator

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

presumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

py-rouge

Full Python implementation of the ROUGE metric, producing same results as in the official perl implementation.

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

pyrouge

An interface to and, in time, a Python reimplementation of the ROUGE package for evaluating summarization

pytorch-template

PyTorch deep learning projects made easy.

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

ranking

Learning to Rank in TensorFlow

ray

A high-performance distributed execution engine

reinforcement-learning

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

rl4nlp

A collection of papers on reinforcement learning applied to NLP

rouge-we

ROUGE summarization evaluation metric, enhanced with use of Word Embeddings

rspapers

A Curated List of Must-read Papers on Recommender System.

rtb-papers

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

semantic-search

Semantic search using Transformers and others

sent-summary

sentence-transformers

Sentence Embeddings with BERT & XLNet

seqgan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

sequence-semantic-embedding

Tools and recipes to train deep learning models and build services for NLP tasks such as text classification, semantic search ranking and recall fetching, cross-lingual information retrieval, and question answering etc.

serving

A flexible, high-performance serving system for machine learning models

talos

Hyperparameter Optimization for Keras Models

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

tensorflow-in-practice-code

源码实现：《TensorFlow实战》黄文坚，唐源 著