Xiaoquan Kong

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

Chinese_models_for_SpaCy. SpaCy 中文模型 | Models for SpaCy that support Chinese

hanzi_chaizi. 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.

hanzi_char_featurizer. 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

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

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

ATIS_dataset. The ATIS (Airline Travel Information System) Dataset

MicroTokenizer. 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. 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

seq2annotation. 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。

MITIE_Chinese_Wikipedia_corpus. Pre-trained Wikipedia corpus by MITIE

chinese-wikipedia-corpus-creator. Corpus creator for Chinese Wikipedia

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

four_corner_method. 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

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

scel2txt. 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

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

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

corpus_dataset_for_Chinese_NLP. 中文 NLP 语料库数据集

WeatherBot_NLU. Makefile

rasa_chinese_service. rasa_chinese 的服务 package

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

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

addons. Useful extra functionality for TensorFlow maintained by SIG-addons

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

MicroHMM. 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)

WeatherBot_Action. Action server for WeatherBot

WeatherBot_UI. WebChat UI (HTML pages) for WeatherBot

PaddleTokenizer. 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

MicroWeatherBot_CN. 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

WeatherBot_Core. Python

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

MicroWeatherBot_EN. 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

awesome-chatgpt-prompts. This repo includes ChatGPT prompt curation to use ChatGPT better.

entity2embedding. A python package for word2vec

q_learning_demo. Show how Q-learning works from scratch

SDMdata. JavaScript

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

PaddleNER. JavaScript

basic_weather_bot_server. Python

rasa. 💬 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

Chinese-Names-Corpus. 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。

chinese-xinhua. 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。

ner_offline_evaluate. Python

hanzi_char_lookup_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

howl-anderson.

SLTK. 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）。

Arabic-NER. Jupyter Notebook

tfug_SH_lottery. tfug_sh 抽奖程序

tensorflow. An Open Source Machine Learning Framework for Everyone

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

Information-Extraction-Chinese. 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

Company-Names-Corpus. 公司名语料库。机构名语料库。

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