OpenMMLab Detection Toolbox and Benchmark

A unified, comprehensive and efficient recommendation library

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

TextBox is an open-source library for building text generation system.

CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

A developing recommender system in pytorch. Algorithm: KNN, LFM, SLIM, NeuMF, FM, DeepFM, VAE and so on, which aims to fair comparison for recommender system benchmarks

The basic distribution probability Tutorial for Deep Learning Researchers

Deployment scripts & config for Sock Shop

A computer algebra system written in pure Python

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

PyTorch Tutorial for Deep Learning Researchers

Python Library for learning (Structure and Parameter) and inference (Statistical and Causal) in Bayesian Networks.

2019-2020 International Conferences in Artificial Intelligence, Machine Learning, Computer Vision, Data Mining, Natural Language Processing and Robotics

A Python scikit for building and analyzing recommender systems

Anomaly detection related books, papers, videos, and toolboxes

《统计学习方法》的代码实现

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

Intro to Reinforcement Learning (强化学习纲要）

Python Implementation of Reinforcement Learning: An Introduction

Code for the paper "ESAM: Discriminative Domain Adaptation with Non-Displayed Items to Improve Long-Tail Performance" (SIGIR2020)

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版，算法实现。

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

Pretty and useful exceptions in Python, automatically.

PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

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