学习率搜索器及循环学习率的实现。self-defined callbacks based on keras for searching and adjusting learing rate during training DNN models

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

Collection of recent methods on (deep) neural network compression and acceleration.

Adaptive Computation Time algorithm in Tensorflow

Dilated CNNs for NER in TensorFlow

Keras library for building (Universal) Transformers, facilitating BERT and GPT models

The most comprehensive database of Chinese poetry 🧶最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。

爬取QQ音乐所有的歌手以及歌手下的歌曲URL地址

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

Tensorforce: a TensorFlow library for applied reinforcement learning

中文常用停用词表（哈工大停用词表、百度停用词表等）

吴恩达《Machine Learning Yearning》的中英文版（更新中）：第1~第22章

Tensorflow implementation of contextualized word representations from bi-directional language models

A Chinese Nature Language Toolkit

Focal Loss implementation in Keras

Extract Keywords from sentence or Replace keywords in sentences.

Visualizing RNNs using the attention mechanism

Keras community contributions

Deep Learning for humans

fast.ai Courses

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

The fastai deep learning library

Collection of custom layers and utility functions for Keras which are missing in the main framework.

Neural network visualization toolkit for keras

AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world. https://challenger.ai/

💫 Industrial-strength Natural Language Processing (NLP) in Python

100+ Chinese Word Vectors 上百种预训练中文词向量

FAQ-based Question Answering System

🌿 中文近义词：聊天机器人，智能问答工具包

all kinds of baseline models for sentence similarity 句子对语义相似度模型