DoTAT 是一款基于web、面向领域的通用文本标注工具，支持大规模实体标注、关系标注、事件标注、文本分类、基于字典匹配和正则匹配的自动标注以及用于实现归一化的标准名标注，同时也支持迭代标注、嵌套实体标注和嵌套事件标注。标注规范可自定义且同类型任务中可“一次创建多次复用”。通过分级实体集合扩大了实体类型的规模，并设计了全新高效的标注方式，提升了用户体验和标注效率。此外，本工具增加了审核环节，…

Everything about federated learning, including research papers, codes, tutorials, blogs and beyond

本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）

Federated Learning Library: https://fedml.ai

An open-source NLP research library, built on PyTorch.

A paper list of pre-trained language models (PLMs).

Must-read Papers on pre-trained language models.

Ongoing research training transformer language models at scale, including: BERT & GPT-2

Text Classification Algorithms: A Survey

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

A complete computer science study plan to become a software engineer.

All Algorithms implemented in Python

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools)

Must-read papers on graph neural networks (GNN)

Code for Tensorflow Machine Learning Cookbook

Python & JAVA Solutions for Leetcode

Code associated with the paper **Two are Better Than One: Joint Entity and Relation Extraction with Table-Sequence Encoders**, at EMNLP 2020

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

A PyTorch implementation of the Transformer model in "Attention is All You Need".

📚 机器学习、深度学习、自然语言处理学习路线图 及 AI方向学习资源、工具

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.

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

XLNet: Generalized Autoregressive Pretraining for Language Understanding

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

深度学习入门教程, 优秀文章, Deep Learning Tutorial