The Top 85 Nlp Machine Learning Open Source Projects

Awesome Open Source

Awesome Open Source

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nlp-machine-learning x

Advertising 📦 10

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

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

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

The Top 85 Nlp Machine Learning Open Source Projects

Categories > Machine Learning > Nlp Machine Learning

Deeppavlov ⭐ 5,145

An open source library for deep learning end-to-end dialog systems and chatbots.

NeMo: a toolkit for conversational AI

Chatbot ⭐ 2,175

一个可以自己进行训练的中文聊天机器人，根据自己的语料训练出自己想要的聊天机器人，可以用于智能客服、在线问答、智能聊天等场景。目前包含seq2seq、seqGAN版本、tf2.0版本、pytorch版本。

Codesearchnet ⭐ 1,391

Datasets, tools, and benchmarks for representation learning of code.

Text_classification ⭐ 1,310

Text Classification Algorithms: A Survey

Tika Python ⭐ 1,022

Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.

Rasa Ui ⭐ 803

Rasa UI is a frontend for the Rasa Framework

End-to-end neural table-text understanding models.

Chinese_models_for_spacy ⭐ 546

SpaCy 中文模型 | Models for SpaCy that support Chinese

Nlp_base ⭐ 525

自然语言基础模型

BabyAI platform. A testbed for training agents to understand and execute language commands.

Awesome Sentiment Analysis ⭐ 460

Repository with all what is necessary for sentiment analysis and related areas

Hands On Nltk Tutorial ⭐ 426

The hands-on NLTK tutorial for NLP in Python

Text_mining_resources ⭐ 365

Resources for learning about Text Mining and Natural Language Processing

Nlp Conference Compendium ⭐ 357

Compendium of the resources available from top NLP conferences.

👄 The most accurate natural language detection library for Java and the JVM, suitable for long and short text alike

Contextualized Topic Models ⭐ 346

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Also supports multilingual tasks. Cross-lingual Zero-shot model published at EACL 2021.

Data Augmentation by Backtranslation (DAB) ヽ( •_-)ᕗ

Named Entity Recognition

Dstc8 Schema Guided Dialogue ⭐ 282

The Schema-Guided Dialogue Dataset

Data Science Hacks ⭐ 275

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

Customer_satisfaction_analysis ⭐ 267

基于在线民宿 UGC 数据的意见挖掘项目，包含数据挖掘和NLP 相关的处理，负责数据采集、主题抽取、情感分析等任务。目的是克服用户打分和评论不一致，实时对在线民宿的满意度评测，包含在线评论采集和情感可视化分析。搭建了百度地图POI查询入口，可以进行自动化的批量查询 POI 信息的功能；构建了基于在线民宿语料的 LDA 自动主题聚类模型，利用主题中心词能找出对应的主题属性字典；以用户打分作为标注，然后 litNlp 自带的字符级 TextCNN 进行情感分析，将情感分类概率分布作为情感趋势，最后通过 POI 热力图的方式对不同地域的民宿满意度进行展示。软件版本请见链接。

Hierarchical Attention Networks Pytorch ⭐ 244

Hierarchical Attention Networks for document classification

Python Ai Assistant ⭐ 237

Python AI assistant 🧠

Machine Learning Resources ⭐ 234

A curated list of awesome machine learning frameworks, libraries, courses, books and many more.

Melusine ⭐ 226

Melusine is a high-level library for emails classification and feature extraction "dédiée aux courriels français".

Natural Language Processing With Tensorflow ⭐ 224

Natural Language Processing with TensorFlow, published by Packt

Deepehr ⭐ 222

Chronic Disease Prediction Using Medical Notes

Chinese Poetry Generation ⭐ 211

An RNN-based Chinese Poem Generator

Character Based Cnn ⭐ 207

Implementation of character based convolutional neural network

Terminal Assistant For SemiCode OS

Datastories Semeval2017 Task4 ⭐ 187

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

Hntitlenator ⭐ 185

Test your HN title against a neural network

Nlp_profiler ⭐ 185

A simple NLP library allows profiling datasets with one or more text columns. When given a dataset and a column name containing text data, NLP Profiler will return either high-level insights or low-level/granular statistical information about the text in that column.

Utilities for preprocessing text for deep learning with Keras

Natural Language Processing Specialization ⭐ 178

This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera

Pytorch Sentiment Neuron ⭐ 177

Pytorch Question Answering ⭐ 161

Important paper implementations for Question Answering using PyTorch

Java Deep Learning Cookbook ⭐ 159

Code for Java Deep Learning Cookbook

Financial News Dataset ⭐ 154

Reuters and Bloomberg

Awesome Nlp Polish ⭐ 153

A curated list of resources dedicated to Natural Language Processing (NLP) in polish. Models, tools, datasets.

Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

Hands On Natural Language Processing With Python ⭐ 146

This repository is for my students of Udemy. You can find all lecture codes along with mentioned files for reading in here. So, feel free to clone it and if you have any problem just raise a question.

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:

Lazy, AI chatbot service.

Seq2seq_tutorial ⭐ 133

Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"

Dan Jurafsky Chris Manning Nlp ⭐ 126

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

Nlp Pretrained Model ⭐ 122

A collection of Natural language processing pre-trained models.

Elastic_transformers ⭐ 121

Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers

Dl Text ⭐ 119

Text pre-processing library for deep learning (Keras, tensorflow).

G Reader ⭐ 117

2018年机器阅读理解技术竞赛模型，国内外1000多支队伍中BLEU-4评分排名第6， ROUGE-L评分排名第14。（未ensemble，未嵌入训练好的词向量，无dropout）

package lingo provides the data structures and algorithms required for natural language processing

Bertqa Attention On Steroids ⭐ 112

BertQA - Attention on Steroids

Mrc_book ⭐ 110

《机器阅读理解：算法与实践》代码

Adversarial Training for Neural Relation Extraction

Lemminflect ⭐ 109

A python module for English lemmatization and inflection.

Textaugmentation Gpt2 ⭐ 109

Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.

Repo 2016 ⭐ 104

R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation

Question Generation ⭐ 101

Given a sentence automatically generate reading comprehension style factual questions from that sentence, such that the sentence contains answers to those questions.

Writeup Frontend ⭐ 97

Beat Writer's Block with AI

Wiki Split ⭐ 96

One million English sentences, each split into two sentences that together preserve the original meaning, extracted from Wikipedia edits.

Monkeylearn ⭐ 95

⛔️ ARCHIVED ⛔️ 🐒 R package for text analysis with Monkeylearn 🐒

Datascience ⭐ 92

It consists of examples, assignments discussed in data science course taken at algorithmica.

📓 Long(er) text representation and classification using Doc2Vec embeddings

Lda Topic Modeling ⭐ 91

A PureScript, browser-based implementation of LDA topic modeling.

Nlp Paper ⭐ 91

自然语言处理领域下的对话语音领域，整理相关论文（附阅读笔记），复现模型以及数据处理等（代码含TensorFlow和PyTorch两版本）

Summarus ⭐ 88

Models for automatic abstractive summarization

Ml_things ⭐ 79

This is where I put things I find useful that speed up my work with Machine Learning. Ever looked in your old projects to reuse those cool functions you created before? Well, this repo is designed to be a Python Library of functions I created in my previous project that can be reused. I also share some Notebooks Tutorials and Python Code Snippets.

Russian_news_corpus ⭐ 76

Russian mass media stemmed texts corpus / Корпус лемматизированных (морфологически нормализованных) текстов российских СМИ

Cracking The Da Vinci Code With Google Interview Problems And Nlp In Python ⭐ 76

A guide on how to crack combinatorics puzzles shown in The Da Vinci Code movie using CS fundamentals and NLP

Intent_classifier ⭐ 67

Aiops_platform ⭐ 64

An Artificial Intelligence Platform for IT Operations.

How To Mine Newsfeed Data And Extract Interactive Insights In Python ⭐ 61

A practical guide to topic mining and interactive visualizations

Argument Reasoning Comprehension Task ⭐ 57

The Argument Reasoning Comprehension Task: Source codes & Datasets

Wongnai Corpus ⭐ 57

Collection of Wongnai's datasets

Text Classification Keras ⭐ 53

📚 Text classification library with Keras

Gec Pseudodata ⭐ 50

Repository of "An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction" (EMNLP-IJCNLP 2019)

Predicting Myers Briggs Type Indicator With Recurrent Neural Networks ⭐ 46

Coursera Natural Language Processing Specialization ⭐ 45

Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.

News_push_project ⭐ 44

Real Time News Scraping and Recommendation System - React | Tensorflow | NLP | News Scrapers

Mitie_chinese_wikipedia_corpus ⭐ 44

Pre-trained Wikipedia corpus by MITIE

Talismane ⭐ 40

NLP framework: sentence detector, tokeniser, pos-tagger and dependency parser

Letslearnai.github.io ⭐ 33

Sdtm_mapper ⭐ 27

AI SDTM mapping (R for ML, Python, TensorFlow for DL)

Click2analyze Androiddevchallenge ⭐ 20

An app to analyze the text and fixing the anomaly of the message that deviates from what is standard, normal, or expected. #AndroidDevChallenge

1-85 of 85 projects

Advertising 📦 10

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

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

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