The Top 90 Nlp Machine Learning Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

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 90 Nlp Machine Learning Open Source Projects

Categories > Machine Learning > Nlp Machine Learning

Deeppavlov ⭐ 5,309

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

NeMo: a toolkit for conversational AI

Chatbot ⭐ 2,280

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 ⭐ 1,449

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

Text_classification ⭐ 1,381

Text Classification Algorithms: A Survey

Tika Python ⭐ 1,054

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

Rasa Ui ⭐ 816

Rasa UI is a frontend for the Rasa Framework

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

Chinese_models_for_spacy ⭐ 558

SpaCy 中文模型 | Models for SpaCy that support Chinese

Nlp_base ⭐ 535

自然语言基础模型

Contextualized Topic Models ⭐ 525

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.

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

Awesome Sentiment Analysis ⭐ 474

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

Hands On Nltk Tutorial ⭐ 438

The hands-on NLTK tutorial for NLP in Python

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

Text_mining_resources ⭐ 394

Resources for learning about Text Mining and Natural Language Processing

Nlp Conference Compendium ⭐ 375

Compendium of the resources available from top NLP conferences.

skweak: A software toolkit for weak supervision applied to NLP tasks

Lingua Go ⭐ 303

👄 The most accurate natural language detection library in the Go ecosystem, suitable for long and short text alike

Dstc8 Schema Guided Dialogue ⭐ 300

The Schema-Guided Dialogue Dataset

Named Entity Recognition

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

Customer_satisfaction_analysis ⭐ 289

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。

Data Science Hacks ⭐ 288

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.

Python Ai Assistant ⭐ 283

Python AI assistant 🧠

Hierarchical Attention Networks Pytorch ⭐ 268

Hierarchical Attention Networks for document classification

Machine Learning Resources ⭐ 247

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

Melusine ⭐ 243

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

Natural Language Processing Specialization ⭐ 231

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

Natural Language Processing With Tensorflow ⭐ 227

Natural Language Processing with TensorFlow, published by Packt

Chinese Poetry Generation ⭐ 224

An RNN-based Chinese Poem Generator

Deepehr ⭐ 223

Chronic Disease Prediction Using Medical Notes

Character Based Cnn ⭐ 212

Implementation of character based convolutional neural network

Terminal Assistant For SemiCode OS

Nlp_profiler ⭐ 199

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.

Datastories Semeval2017 Task4 ⭐ 190

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

Utilities for preprocessing text for deep learning with Keras

Pytorch Question Answering ⭐ 181

Important paper implementations for Question Answering using PyTorch

Pytorch Sentiment Neuron ⭐ 178

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

Awesome Nlp Polish ⭐ 167

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

Nlp Paper ⭐ 166

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）

Java Deep Learning Cookbook ⭐ 161

Code for Java Deep Learning Cookbook

Financial News Dataset ⭐ 159

Reuters and Bloomberg

Hands On Natural Language Processing With Python ⭐ 148

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.

Dan Jurafsky Chris Manning Nlp ⭐ 135

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

Seq2seq_tutorial ⭐ 134

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

Nlp Pretrained Model ⭐ 133

A collection of Natural language processing pre-trained models.

Elastic_transformers ⭐ 132

Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers

Lemminflect ⭐ 128

A python module for English lemmatization and inflection.

Mrc_book ⭐ 120

《机器阅读理解：算法与实践》代码

Dl Text ⭐ 119

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

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

Microtokenizer ⭐ 117

一个微型&算法全面的中文分词引擎 | A micro tokenizer for Chinese

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）

Automated Essay Scoring ⭐ 117

Automatically Score essays using Deep Learning

Textaugmentation Gpt2 ⭐ 115

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

Bertqa Attention On Steroids ⭐ 114

BertQA - Attention on Steroids

Adversarial Training for Neural Relation Extraction

Repo 2016 ⭐ 105

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

Question Generation ⭐ 103

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

Ml_things ⭐ 103

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.

Writeup Frontend ⭐ 101

Beat Writer's Block with AI

Wiki Split ⭐ 98

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

Ake Datasets ⭐ 97

Large, curated set of benchmark datasets for evaluating automatic keyphrase extraction algorithms.

Monkeylearn ⭐ 94

⛔️ 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.

Russian_news_corpus ⭐ 79

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

Review_aspect_extraction ⭐ 77

CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging

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 ⭐ 66

An Artificial Intelligence Platform for IT Operations.

How To Mine Newsfeed Data And Extract Interactive Insights In Python ⭐ 62

A practical guide to topic mining and interactive visualizations

Coursera Natural Language Processing Specialization ⭐ 62

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

Argument Reasoning Comprehension Task ⭐ 57

The Argument Reasoning Comprehension Task: Source codes & Datasets

Wongnai Corpus ⭐ 57

Collection of Wongnai's datasets

Gec Pseudodata ⭐ 55

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

Text Classification Keras ⭐ 54

📚 Text classification library with Keras

Predicting Myers Briggs Type Indicator With Recurrent Neural Networks ⭐ 53

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 ⭐ 42

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

1-90 of 90 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