1026 Open Source Nlp Software Projects
Free and open source nlp code projects including engines, APIs, generators, and tools.
Huggingface Transformers 35184 ⭐
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
Apachecn Ailearning 27427 ⭐
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
Awesome Nlp 11078 ⭐
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
Awesome Pytorch List 10843 ⭐
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Stanford Tensorflow Tutorials 9697 ⭐
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
Rasahq Rasa 9911 ⭐
💬 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
Flairnlp Flair 9455 ⭐
A very simple framework for state-of-the-art Natural Language Processing (NLP)
Botpress 8888 ⭐
🤖 The Conversational Platform with built-in language understanding (NLU), beautiful graphical interface and Dialog Manager (DM). Easily create chatbots and AI-based virtual assistants.
Textblob 7296 ⭐
Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
Brightmart Text_classification 6544 ⭐
all kinds of text classification models and more with deep learning
Ml Nlp 6630 ⭐
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
Tensorflow 2.x Tutorials 5554 ⭐
TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。
Attention Is All You Need Pytorch 4394 ⭐
A PyTorch implementation of the Transformer model in "Attention is All You Need".
Practical Pytorch 4118 ⭐
Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained
Nlp.js 3956 ⭐
An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more
Paddlepaddle Ernie 3689 ⭐
An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools)
D2l Pytorch 3450 ⭐
This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.
Huggingface Nlp 4342 ⭐
🤗 Fast, efficient, open-access datasets and evaluation metrics for Natural Language Processing and more in PyTorch, TensorFlow, NumPy and Pandas
Libpostal 2912 ⭐
A C library for parsing/normalizing street addresses around the world. Powered by statistical NLP and open geo data.
Dive Into Dl Tensorflow2.0 2682 ⭐
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可
Jdkato Prose 2603 ⭐
:book: A Golang library for text processing, including tokenization, part-of-speech tagging, and named-entity extraction.
Nlp Architect 2509 ⭐
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
Deepnlp Models Pytorch 2498 ⭐
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
Rasa_core 2295 ⭐
Rasa Core is now part of the Rasa repo: An open source machine learning framework to automate text-and voice-based conversations
Awesome Deeplearning Resources 2308 ⭐
Deep Learning and deep reinforcement learning research papers and some codes
Bentrevett Pytorch Sentiment Analysis 2227 ⭐
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Ai Learn 2361 ⭐
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
Eli5 2158 ⭐
A library for debugging/inspecting machine learning classifiers and explaining their predictions
Thinc 2075 ⭐
🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
Bertviz 2149 ⭐
Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
Nlp Roadmap 2084 ⭐
ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP
Eugeneyan Applied Ml 4130 ⭐
📚 Papers by organizations sharing their work on applied data science & machine learning.
Kashgari 1870 ⭐
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
Deeplearn 1733 ⭐
Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.
Aeneas 1711 ⭐
aeneas is a Python/C library and a set of tools to automagically synchronize audio and text (aka forced alignment)
Huggingface Knockknock 1802 ⭐
🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code
Deeplearningfornlpinpytorch 1645 ⭐
An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.
Information Extraction Chinese 1654 ⭐
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
Awesome Bert 1544 ⭐
bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目
Neuroner 1500 ⭐
Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.
Gse 1433 ⭐
Go efficient text segmentation and NLP; support english, chinese, japanese and other. Go 语言高性能分词