Xiaoquan Kong

An Open Source Machine Learning Framework for Everyone

SpaCy 中文模型 | Models for SpaCy that support Chinese

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

汉字字符特征提取器 (featurizer)，提取汉字的特征（发音特征、字形特征）用做深度学习的特征 ｜ A Chinese character feature extractor, which extracts the features of Chinese characters (pronunciation features, glyph features) as features for deep learning

A transparent, minimal, and hackable agent framework. ~300 lines of readable code. Full control, no magic.

A modern educational deep learning framework for students, engineers and researchers

使用 Prompts 和 Chains 让 ChatGPT 成为神奇的生产力工具！Unlocking the power of LLMs.

汉字拆字库，可以将汉字拆解成偏旁部首，在机器学习中作为汉字的字形特征 | Hanzi Decomposition Library allows Chinese characters to be broken down into radicals and components, which can be used as character shape features in machine learning.

人民日报语料处理工具集 | Tools for Corpus of People's Daily

一个基于 Rasa 的中文天气情况问询机器人(chatbot), 带 Web UI 界面

The ATIS (Airline Travel Information System) Dataset

一个轻量且功能全面的中文分词器，帮助学生了解分词器的工作原理。MicroTokenizer: A lightweight Chinese tokenizer designed for educational and research purposes. Provides a practical, hands-on approach to understanding NLP concepts, featuring multiple tokenization algorithms and customizable models. Ideal for students, researchers, and NLP enthusiasts..

rasa_chinese 专门针对中文语言的 rasa 组件扩展包，提供了许多针对中文语言的组件

基于 TensorFlow & PaddlePaddle 的通用序列标注算法库（目前包含 BiLSTM+CRF, Stacked-BiLSTM+CRF 和 IDCNN+CRF，更多算法正在持续添加中）实现中文分词（Tokenizer / segmentation）、词性标注（Part Of Speech, POS）和命名实体识别（Named Entity Recognition, NER）等序列标注任务。

Pre-trained Wikipedia corpus by MITIE

Corpus creator for Chinese Wikipedia

一个微型的正则表达式引擎 | A micro regular expression engine

中文「四角号码」数据与工具，可以将汉字拆解成和字形相关的编码，在机器学习中作为汉字的字形特征

搜狗细胞词库到普通文本的转换提取工具。提取词汇表，用于深度学习做数据生成和字典特征

中文分词软件基准测试 | Chinese tokenizer benchmark

rasa_contrib is a addon package for rasa. It provide some useful/powerful addition components

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自然语言理解 基准测试 数据集 | Benchmark datasets for Natural Language Understanding (NLU)

中文 NLP 语料库数据集

rasa_chinese 的服务 package

一个微型的 LL/LR/LALR 语法解析器 | A micro compiler project to provide LL/LR/LALR syntax parser

A package manager for vim (VimApt => Vim's Advanced Package Tools)

Useful extra functionality for TensorFlow maintained by SIG-addons

CRF(Conditional Random Field) Layer for TensorFlow 1.X with many powerful functions

Action server for WeatherBot

一个微型的基于 Python 的 HMM (隐马尔可夫模型) 包 | A micro python package for HMM (Hidden Markov Model)

使用 PaddlePaddle 实现基于深度神经网络的中文分词引擎 | A DNN Chinese Tokenizer by Using PaddlePaddle

WebChat UI (HTML pages) for WeatherBot

基于 rasa 1.x 版本搭建的中文天气查询 demo | A simple & micro Chinese Weatherbot based on rasa framework

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基于 rasa 1.x 版本搭建的英文天气查询 demo | A simple & micro English Weatherbot based on rasa framework

A python package for word2vec

This repo includes ChatGPT prompt curation to use ChatGPT better.

Show how Q-learning works from scratch

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A micro tool based on assembly language to detect and display CPU information

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序列化标注工具，基于PyTorch实现BLSTM-CNN-CRF模型，CoNLL 2003 English NER测试集F1值为91.10%（word and char feature）。

基于字典的方法给字符提供额外的特征，常用于基于深度学习的NER

中华新华字典数据库。包括歇后语，成语，词语，汉字。提供新华字典API。

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中文人名语料库。中文姓名,姓氏,名字,称呼,日本人名,翻译人名,英文人名。

训练营训练方向项目

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Code for Google IO 2021 Modern Keras design patterns session

My solutions for Compiler Construction for Undergraduates of Rice University

A powerful dataset generator for Rasa NLU, inspired by Chatito

Pre-trained and Reproduced Deep Learning Models （经典复现模型）

TensorFlow Recommenders is a library for building recommender system models using TensorFlow.

NLP Architect by Intel AI Lab: A Python library for exploring the state-of-the-art deep learning topologies and techniques for natural language processing and natural language understanding

Webchat, Input validation, and more

Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch

tfug_sh 抽奖程序

Rasa UI is a web application for the Rasa NLU backend

💫 Scripts, tools and resources for developing spaCy

公司名语料库。机构名语料库。

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

Assignment for CS224n: Natural Language Processing with Deep Learning By Stanford University

汉字转拼音(pypinyin)

Python使用科大讯飞语音识别、语音合成

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高准确度中文分词工具，简单易用，跟现有开源工具相比大幅提高了分词的准确率。

BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.

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

一个微型的用于提取 Part-Of-Speech (POS) 的 Python 包 | A micro python library for NLP Tagger of Part-Of-Speech (POS)

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SMP2017中文人机对话评测数据

A Lightweight LLM Post-Training Library

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Puzzles for learning Triton

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Dual LSTM Encoder for Dialog Response Generation

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

A smart Web API framework, designed for Python 3. 🌟

The most awesome list about bots ⭐️🤖

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React-based Chatroom Component for Rasa Stack

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Mastering Diverse Domains through World Models

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

🌐 Make websites accessible for AI agents. Automate tasks online with ease.

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分层解耦的深度学习推理引擎

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训练营讲义

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easy cuda code

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:crab: Small exercises to get you used to reading and writing Rust code!

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Inference code for LLaMA models

Topic Modelling for Humans

Cookiecutter template for a Python package.

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An open source library for building end-to-end dialog systems and training chatbots.

Industry-strength Natural Language Processing workflows with Keras

A BIO formatted Named Entity Recognition data set extracted from the OntoNotes 5.0 release.

Wechaty Official Website for News, Blogs, Contributor Profiles, and Documentations.

A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

Summer of Wechaty (SoW) is a program for connecting students with the Wechaty community for coding & tech writing.

Hyperparameter tuning for humans

TensorFlow documentation

Making text a first-class citizen in TensorFlow.

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A tool for extracting plain text from Wikipedia dumps

WeChat public platform demo

SDK for the development of custom actions for Rasa

Console app template for Chaquopy, the Python SDK for Android

Reinforcement Learning Coach by Intel® AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

Spring 2014. Stanford CS346 project. A mini relational database with query optimization

CS 346 RedBase Project (Stanford)

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

Slot-Gated Modeling for Joint Slot Filling and Intent Prediction

Toolkit for Pre-trained Model Application of PaddlePaddle（『飞桨』预训练模型应用工具 ）

An open-source Python implementation using JIT techniques.

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Community translations of TensorFlow documentation

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

TensorFlow code and pre-trained models for BERT

Models and examples built with TensorFlow

Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

A novel method for few shot learning

中文常用停用词表（哈工大停用词表、百度停用词表等）

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A simple webchat widget to connect with a chatbot

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PArallel Distributed Deep LEarning （『飞桨』核心框架，高性能单机、分布式训练和跨平台部署）

Keras community contributions

The uncompromising Python code formatter

中国城市数据集

前端代码 for NLP demo

Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow

A collection of datasets ready to use with TensorFlow

Code that accompanies my talk at TF Dev Summit 2016

后端代码 for NLP demo

Thrift app and worker for gunicorn!

Pure python implementation of Apache Thrift.

:boom: displaCy-ent.js: An open-source named entity visualiser for the modern web

Multi-class metrics for Tensorflow

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

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

The TensorFlow Profiler (TFProf) UI provides a visual interface for profiling TensorFlow models.

Dilated CNNs for NER in TensorFlow

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基于Bi-GRU + CRF 的中文机构名、人名识别 中文实体识别

machine learning based dialogue engine for AI assistants

cookiecutter template for MicroTokenizer models

BiLSTM-CNN-CRF architecture for sequence tagging

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CRF++: Yet Another CRF toolkit

Python framework for processing Universal Dependencies data

A CoNLL-U parser that takes a CoNLL-U formatted string and turns it into a nested python dictionary.

一些中文分词器的简单封装和集合

a python script to get hardware information summary

PyTest Helpers Namespace

Python Lex-Yacc

结巴中文分词

Bidirectional LSTM-CRF for Sequence Labeling like Named-Entity Recognition, Part-of-Speech Tagging and so on.

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

The fast.ai deep learning library, lessons, and tutorials

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

Deep Learning Chinese Word Segment

open-source feature selection repository in python (DMML Lab@ASU)

Language, engine, and tooling for expressing, testing, and evaluating composable language rules on input strings.

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aliceCN

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.

:steam_locomotive: A small JS+SVG library for drawing railroad syntax diagrams, like on JSON.org. Now with a Python port!

A free and open Indoor Navigation Service with superb accuracy!

Python PyPi staging server and packaging, testing, release tool

💥 Cython hash tables that assume keys are pre-hashed

🔮 spaCy's Machine Learning library for NLP in Python

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My working code for tensorflow tutorials

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings

My solutions for assignments of CS224n: Natural Language Processing with Deep Learning

starter kit for vizdoom2018-singleplayer track

Doom-based AI Research Platform for Reinforcement Learning from Raw Visual Information. :godmode:

Learning embeddings for classification, retrieval and ranking.

Named Entity Recognition based on dictionaries

brat rapid annotation tool (brat) - for all your textual annotation needs

:boom: displaCy.js: An open-source NLP visualiser for the modern web

💫 REST microservices for various spaCy-related tasks

A collection of useful .gitignore templates

岳昕：致北大师生与北大外国语学院的一封公开信

Baseline Systems of DuReader Dataset

Named Entity Recognition for Chinese social media (Weibo). From EMNLP 2015 paper.