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The Top 1,198 Nlp Machine Learning Open Source Projects on Github

Categories > Machine Learning > Nlp Machine Learning
Deeppavlov ⭐ 5,505
An open source library for deep learning end-to-end dialog systems and chatbots.
Nemo ⭐ 3,627
NeMo: a toolkit for conversational AI
Chatbot ⭐ 1,955
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 ⭐ 1,446
Datasets, tools, and benchmarks for representation learning of code.
Text_classification ⭐ 1,301
Text Classification Algorithms: A Survey
Tika Python ⭐ 1,040
Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.
Openprompt ⭐ 914
An Open-Source Framework for Prompt-Learning.
Rasa Ui ⭐ 820
Rasa UI is a frontend for the Rasa Framework
Tapas ⭐ 737
End-to-end neural table-text understanding models.
Contextualized Topic Models ⭐ 705
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 ⭐ 502
BabyAI platform. A testbed for training agents to understand and execute language commands.
Chinese_models_for_spacy ⭐ 498
SpaCy 中文模型 | Models for SpaCy that support Chinese
Awesome Sentiment Analysis ⭐ 482
Repository with all what is necessary for sentiment analysis and related areas
Nlp_base ⭐ 480
自然语言基础模型
Lingua ⭐ 433
👄 The most accurate natural language detection library for Java and the JVM, suitable for long and short text alike
Skweak ⭐ 430
skweak: A software toolkit for weak supervision applied to NLP tasks
Text_mining_resources ⭐ 390
Resources for learning about Text Mining and Natural Language Processing
Python Ai Assistant ⭐ 367
Python AI assistant 🧠
Lingua Rs ⭐ 346
👄 The most accurate natural language detection library in the Rust ecosystem, suitable for long and short text alike
Lingua Go ⭐ 336
👄 The most accurate natural language detection library in the Go ecosystem, suitable for long and short text alike
Hands On Nltk Tutorial ⭐ 334
The hands-on NLTK tutorial for NLP in Python
Dstc8 Schema Guided Dialogue ⭐ 326
The Schema-Guided Dialogue Dataset
Data Science Hacks ⭐ 300
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.
Nlp Conference Compendium ⭐ 285
Compendium of the resources available from top NLP conferences.
Ner ⭐ 276
Named Entity Recognition
Nlp Paper ⭐ 275
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）
Melusine ⭐ 253
Melusine is a high-level library for emails classification and feature extraction "dédiée aux courriels français".
Customer_satisfaction_analysis ⭐ 230
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。
Natural Language Processing With Tensorflow ⭐ 223
Natural Language Processing with TensorFlow, published by Packt
Nlp_profiler ⭐ 212
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.
Character Based Cnn ⭐ 209
Implementation of character based convolutional neural network
Sarah ⭐ 201
Terminal Assistant For SemiCode OS
Chinese Poetry Generation ⭐ 195
An RNN-based Chinese Poem Generator
Deepehr ⭐ 193
Chronic Disease Prediction Using Medical Notes
Hntitlenator ⭐ 185
Test your HN title against a neural network
Ktext ⭐ 176
Utilities for preprocessing text for deep learning with Keras
Hierarchical Attention Networks Pytorch ⭐ 171
Hierarchical Attention Networks for document classification
Datastories Semeval2017 Task4 ⭐ 171
Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".
Pytorch Sentiment Neuron ⭐ 171
Awesome Nlp Polish ⭐ 169
A curated list of resources dedicated to Natural Language Processing (NLP) in polish. Models, tools, datasets.
Dataqa ⭐ 157
Labelling platform for text using weak supervision.
Java Deep Learning Cookbook ⭐ 150
Code for Java Deep Learning Cookbook
Zzz Retired__openstt ⭐ 146
RETIRED - OpenSTT is now retired. If you would like more information on Mycroft AI's open source STT projects, please visit:
Financial News Dataset ⭐ 145
Reuters and Bloomberg
Knowledge Extraction Recipes Forms ⭐ 141
Knowledge Extraction For Forms Accelerators & Examples
Lazy ⭐ 140
Lazy, AI chatbot service.
Machine Learning Resources ⭐ 137
A curated list of awesome machine learning frameworks, libraries, courses, books and many more.
Onnxt5 ⭐ 136
Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.
Ml_things ⭐ 135
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.
Hands On Natural Language Processing With Python ⭐ 131
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.
Dan Jurafsky Chris Manning Nlp ⭐ 129
My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.
Seq2seq_tutorial ⭐ 126
Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"
Dl Text ⭐ 120
Text pre-processing library for deep learning (Keras, tensorflow).
Microtokenizer ⭐ 119
一个微型&算法全面的中文分词引擎 | A micro tokenizer for Chinese
Repo 2016 ⭐ 105
R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation
Atnre ⭐ 105
Adversarial Training for Neural Relation Extraction
Bertqa Attention On Steroids ⭐ 105
BertQA - Attention on Steroids
Lemminflect ⭐ 103
A python module for English lemmatization and inflection.
Lingo ⭐ 102
package lingo provides the data structures and algorithms required for natural language processing
Pytorch Question Answering ⭐ 102
Important paper implementations for Question Answering using PyTorch
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 ⭐ 100
Beat Writer's Block with AI
Zemberek Python Examples ⭐ 96
Zemberek Turkish NLP examples written in Python using the JPype package. Battle-tested in hackathons and r&d projects by many students and researchers across Turkey!
Anuvada ⭐ 94
Interpretable Models for NLP using PyTorch
Monkeylearn ⭐ 94
⛔️ ARCHIVED ⛔️ 🐒 R package for text analysis with Monkeylearn 🐒
Datascience ⭐ 91
It consists of examples, assignments discussed in data science course taken at algorithmica.
Textaugmentation Gpt2 ⭐ 85
Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.
Multilingual_ner ⭐ 84
Applying BERT to named entity recognition in English and Russian.
Phrase At Scale ⭐ 84
Detect common phrases in large amounts of text using a data-driven approach. Size of discovered phrases can be arbitrary. Can be used in languages other than English
Automated Essay Scoring ⭐ 84
Automatically Score essays using Deep Learning
Doc2vec ⭐ 82
📓 Long(er) text representation and classification using Doc2Vec embeddings
Intent_classifier ⭐ 81
Word2vec ⭐ 81
word2vec++ is a Distributed Representations of Words (word2vec) library and tools implementation, written in C++11 from the scratch
Elastic_transformers ⭐ 80
Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers
Deeplearningreading ⭐ 78
Deep Learning and Machine Learning mini-projects. Current Project: Deepmind Attentive Reader (rc-data)
Lda Topic Modeling ⭐ 78
A PureScript, browser-based implementation of LDA topic modeling.
Mrc_book ⭐ 77
《机器阅读理解：算法与实践》代码
Russian_news_corpus ⭐ 76
Russian mass media stemmed texts corpus / Корпус лемматизированных (морфологически нормализованных) текстов российских СМИ
Nlp Natural Language Processing ⭐ 73
Projects and useful articles / links
Wiki Split ⭐ 72
One million English sentences, each split into two sentences that together preserve the original meaning, extracted from Wikipedia edits.
Sent2vec ⭐ 71
How to encode sentences in a high-dimensional vector space, a.k.a., sentence embedding.
Cracking The Da Vinci Code With Google Interview Problems And Nlp In Python ⭐ 70
A guide on how to crack combinatorics puzzles shown in The Da Vinci Code movie using CS fundamentals and NLP
Lstm Text Generation ⭐ 70
Tons of fun with text and recurrent neural networks! Let your computer read a book and tell you its own story. 🤣
Pytorch Seq2seq Example ⭐ 69
Fully batched seq2seq example based on practical-pytorch, and more extra features.
Tetre ⭐ 68
TETRE: a Toolkit for Exploring Text for Relation Extraction
Newsviz ⭐ 68
Project on text topics evolution over time analysis
Python Deep Learning Projects ⭐ 67
Codebase for my book "Python DeepLearning Projects" | Learn applied deep learning for various use-cases on NLP, CV and ASR using TensorFlow and Keras. Book link.
Nlp Pretrained Model ⭐ 63
A collection of Natural language processing pre-trained models.
Query Wellformedness ⭐ 63
25,100 queries from the Paralex corpus (Fader et al., 2013) annotated with human ratings of whether they are well-formed natural language questions.
Gpt2 Paper Title Generator ⭐ 61
Generating paper titles (and more!) with GPT-2 trained on data scraped from arXiv.
Ake Datasets ⭐ 57
Large, curated set of benchmark datasets for evaluating automatic keyphrase extraction algorithms.
Deep Semantic Code Search ⭐ 57
Deep Semantic Code Search aims to explore a joint embedding space for code and description vectors and then use it for a code search application
Coursera Natural Language Processing Specialization ⭐ 56
Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.
Nlp_newsletter ⭐ 56
Natural language processing (NLP) newsletter right on GitHub
Argument Reasoning Comprehension Task ⭐ 56
The Argument Reasoning Comprehension Task: Source codes & Datasets
Quora_questionpairs_dl ⭐ 55
Kaggle Competition: Using deep learning to solve quora's question pairs problem
Comparemodels_trecqa ⭐ 55
Compare six baseline deep learning models on TrecQA
Innatis ⭐ 53
A Rasa NLU component library
Aiops_platform ⭐ 52
An Artificial Intelligence Platform for IT Operations.
How To Mine Newsfeed Data And Extract Interactive Insights In Python ⭐ 52
A practical guide to topic mining and interactive visualizations
1-100 of 1,198 projects

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Operations 📦 120
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Web User Interface 📦 194
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