avartia's starred repositories

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Language:PythonLicense:Apache-2.0Stargazers:130847Issues:1116Issues:15518

gym

A toolkit for developing and comparing reinforcement learning algorithms.

Language:PythonLicense:NOASSERTIONStargazers:34397Issues:1060Issues:1818

netron

Visualizer for neural network, deep learning and machine learning models

Language:JavaScriptLicense:MITStargazers:27202Issues:297Issues:1108

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Language:C++License:Apache-2.0Stargazers:26011Issues:911Issues:5255

paper-reading

深度学习经典、新论文逐段精读

License:Apache-2.0Stargazers:25763Issues:715Issues:0

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.

Language:PythonLicense:MITStargazers:22484Issues:1266Issues:100

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

Language:PythonLicense:MITStargazers:19394Issues:299Issues:1344

howto-make-more-money

程序员如何优雅的挣零花钱,2.0版,升级为小书了。Most of this not work outside China , so no English translate

Language:PHPStargazers:16863Issues:1969Issues:0

GNNPapers

Must-read papers on graph neural networks (GNN)

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

Language:PythonLicense:Apache-2.0Stargazers:15258Issues:466Issues:1247

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

Language:PythonLicense:NOASSERTIONStargazers:14118Issues:335Issues:2241

DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Language:Jupyter NotebookStargazers:13136Issues:300Issues:831

FasterTransformer

Transformer related optimization, including BERT, GPT

Language:C++License:Apache-2.0Stargazers:5727Issues:63Issues:624

ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

Language:PythonLicense:MITStargazers:4817Issues:116Issues:206

x-deeplearning

An industrial deep learning framework for high-dimension sparse data

Language:PureBasicLicense:Apache-2.0Stargazers:4243Issues:231Issues:346

Ad-papers

Papers on Computational Advertising

Language:PythonLicense:MITStargazers:4192Issues:348Issues:2

albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

rtb-papers

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

Reco-papers

Classic papers and resources on recommendation

Language:PythonLicense:MITStargazers:3287Issues:194Issues:3

comments-for-awesome-courses

名校公开课程评价网

euler

A distributed graph deep learning framework.

Language:C++License:Apache-2.0Stargazers:2886Issues:139Issues:317

rlcard

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

Language:PythonLicense:MITStargazers:2817Issues:73Issues:197

kaggle-CrowdFlower

1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.

libffm

A Library for Field-aware Factorization Machines

Language:C++License:BSD-3-ClauseStargazers:1594Issues:71Issues:36

ecosystem

Integration of TensorFlow with other open-source frameworks

Language:ScalaLicense:Apache-2.0Stargazers:1369Issues:216Issues:106

awesome-made-by-russians

The best open source projects that were made and mainly contributed by Russian developers

py-futu-api

富途 OpenAPI Python SDK

Language:PythonLicense:Apache-2.0Stargazers:1010Issues:67Issues:169

K-BERT

Source code of K-BERT (AAAI2020)

Distributed-TensorFlow-Guide

Distributed TensorFlow basics and examples of training algorithms

Language:PythonLicense:MITStargazers:644Issues:41Issues:12

crf

keras implementation of conditional random field