An opinionated list of awesome Python frameworks, libraries, software and resources.

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

Models and examples built with TensorFlow

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

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

Graph Neural Network Library for PyTorch

Best Practices on Recommendation Systems

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

机器学习相关教程

手写实现李航《统计学习方法》书中全部算法

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

tensorflow实战练习，包括强化学习、推荐系统、nlp等

PyTorch implementations of deep reinforcement learning algorithms and environments

Convolutional Neural Network for Text Classification in Tensorflow

An Open-Source Package for Neural Relation Extraction (NRE)

A TensorFlow Implementation of the Transformer: Attention Is All You Need

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

Implementation and experiments of graph embedding algorithms.

A best practice for tensorflow project template architecture.

Data Structure and Algorithm notes. 数据结构与算法/leetcode/lintcode题解/

Sequence to Sequence Learning with Keras

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

Named Entity Recognition (LSTM + CRF) - Tensorflow