Awesome Open Source
Awesome Open Source
Combined Topics
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Application Programming Interfaces 📦 124
Applications 📦 192
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Build Tools 📦 113
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Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
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Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
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Economics 📦 64
Frameworks 📦 215
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Web Servers 📦 26
Web User Interface 📦 210

The Top 55 Nlu Open Source Projects

Rasa ⭐ 11,191
💬 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
Botpress ⭐ 9,152
🤖 The Conversational Platform with built-in language understanding (NLU), beautiful graphical interface and Dialog Manager (DM). Easily create chatbots and AI-based virtual assistants.
Nlp Recipes ⭐ 5,471
Natural Language Processing Best Practices & Examples
Nlp.js ⭐ 4,309
An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more
Snips Nlu ⭐ 3,479
Snips Python library to extract meaning from text
Nlp Architect ⭐ 2,643
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
Gluon Nlp ⭐ 2,263
NLP made easy
Clue ⭐ 1,813
中文语言理解基准测评 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
Delta ⭐ 1,404
DELTA is a deep learning based natural language and speech processing platform.
Duckling_old ⭐ 1,333
Deprecated in favor of https://github.com/facebook/duckling
Botsharp ⭐ 1,126
The Open Source AI Chatbot Platform Builder in 100% C# Running in .NET Core with Machine Learning algorithm.
Chatbot_cn ⭐ 813
基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口
Rasa Ui ⭐ 803
Rasa UI is a frontend for the Rasa Framework
Tc Bot ⭐ 731
User Simulation for Task-Completion Dialogues
Chatito ⭐ 689
🎯🗯 Generate datasets for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!
Opsdroid ⭐ 572
🤖 An open source chat-ops bot framework
Articulate ⭐ 536
A platform for building conversational interfaces with intelligent agents (chatbots)
Resin ⭐ 531
Hardware-accelerated vector-based search engine. Available as a HTTP service or as an embedded library.
Chat ⭐ 526
基于自然语言理解与机器学习的聊天机器人，支持多用户并发及自定义多轮对话
Dialogflow Javascript Client ⭐ 417
JavaScript Web SDK for Dialogflow
Botlibre ⭐ 415
An open platform for artificial intelligence, chat bots, virtual agents, social media automation, and live chat automation.
Clause ⭐ 333
🏇 聊天机器人，自然语言理解，语义理解
Snips Nlu Rs ⭐ 317
Snips NLU rust implementation
Oie Resources ⭐ 290
A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.
Deep Learning Nlp Rl Papers ⭐ 288
Recent Deep Learning papers in NLU and RL
Nlu_sim ⭐ 288
all kinds of baseline models for sentence similarity 句子对语义相似度模型
Rnn For Joint Nlu ⭐ 282
Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
Make A Smart Speaker ⭐ 271
A collection of resources to make a smart speaker
Wren ⭐ 261
Wren enables users to discover and explore daily news stories 🗞️📻 📺
Articutapi ⭐ 259
API of Articut 中文斷詞 (兼具語意詞性標記)：「斷詞」又稱「分詞」，是中文資訊處理的基礎。Articut 不用機器學習，不需資料模型，只用現代白話中文語法規則，即能達到 SIGHAN 2005 F1-measure 94% 以上，Recall 96% 以上的成績。
Rasa_nlu_gq ⭐ 257
turn natural language into structured data(支持中文，自定义了N种模型，支持不同的场景和任务)
Awesome Pretrained Chinese Nlp Models ⭐ 247
Awesome Pretrained Chinese NLP Models，高质量中文预训练模型集合
Homo ⭐ 238
An open source natural interaction system based on offline wake-up, natural language understanding and sentiment analysis
Chatette ⭐ 212
A powerful dataset generator for Rasa NLU, inspired by Chatito
Indonlu ⭐ 210
The first-ever vast natural language processing benchmark for Indonesian Language. We provide multiple downstream tasks, pre-trained IndoBERT models, and a starter code! (AACL-IJCNLP 2020)
Sembert ⭐ 206
Semantics-aware BERT for Language Understanding (AAAI 2020)
Rnn For Joint Nlu ⭐ 177
Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
Ner Slot_filling ⭐ 153
中文自然语言的实体抽取和意图识别（Natural Language Understanding），可选Bi-LSTM + CRF 或者 IDCNN + CRF
Botonic ⭐ 152
Build chatbots and conversational experiences using React
Dialogflow Ruby Client ⭐ 148
Ruby SDK for Dialogflow
Mlmodels ⭐ 147
mlmodels : Machine Learning and Deep Learning Model ZOO for Pytorch, Tensorflow, Keras, Gluon models...
Semantic ⭐ 146
语义理解/口语理解，项目包含有词法分析：中文分词、词性标注、命名实体识别；口语理解：领域分类、槽填充、意图识别。
Zzz Retired__openstt ⭐ 145
RETIRED - OpenSTT is now retired. If you would like more information on Mycroft AI's open source STT projects, please visit:
Awesome Hungarian Nlp ⭐ 125
A curated list of NLP resources for Hungarian
Nlp Papers ⭐ 113
Papers and Book to look at when starting NLP 📚
Spokestack Python ⭐ 109
Spokestack is a library that allows a user to easily incorporate a voice interface into any Python application.
Chinese_nlu_by_using_rasa_nlu ⭐ 100
使用 RASA NLU 来构建中文自然语言理解系统（NLU）| Use RASA NLU to build a Chinese Natural Language Understanding System (NLU)
Botfuel Dialog ⭐ 96
Botfuel SDK to build highly conversational chatbots
Tracy ⭐ 92
A simple and easy to use trainer to generate Rasa/Snips NLU datasets
Spark Nlp Models ⭐ 88
Models and Pipelines for the Spark NLP library
Atis_dataset ⭐ 84
The ATIS (Airline Travel Information System) Dataset
Cherubnlp ⭐ 72
Natural Language Processing in .NET Core
Easynlu ⭐ 58
Simple embedded NLU for mobile apps
Pytlas ⭐ 34
An open-source 🤖💬 Python 3 assistant library built for people and made to be super easy to setup and understand
Crosslingual Nlu ⭐ 21
Zero-shot Cross-lingual Task-Oriented Dialogue Systems (EMNLP 2019)
1-55 of 55 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210