Natural language processing

Natural language processing (NLP) is the study of how computers and humans interact.

There are 23,768 repositories under nlp topic.

transformers
huggingface / transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
bert deep-learning flax hacktoberfest jax language-model language-models machine-learning model-hub natural-language-processing nlp nlp-library pretrained-models python pytorch pytorch-transformers seq2seq speech-recognition tensorflow transformer
Language:Python 125987
apachecn / ailearning
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
adaboost apriori deeplearning dnn fp-growth kmeans logistic lstm mahchine-leaning naivebayes nlp pca python recommendedsystem regression rnn scikit-learn sklearn svd svm
Language:Python 38197
google-research / bert
TensorFlow code and pre-trained models for BERT
google natural-language-processing natural-language-understanding nlp tensorflow
Language:Python 37111
HanLP
hankcs / HanLP
中文分词词性标注命名实体识别依存句法分析成分句法分析语义依存分析语义角色标注指代消解风格转换语义相似度新词发现关键词短语提取自动摘要文本分类聚类拼音简繁转换自然语言处理
dependency-parser hanlp named-entity-recognition natural-language-processing nlp pos-tagging semantic-parsing text-classification
Language:Python 32516
AI-For-Beginners
microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
ai artificial-intelligence cnn computer-vision deep-learning gan machine-learning nlp rnn
Language:Jupyter Notebook 31581
explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
ai artificial-intelligence cython data-science deep-learning entity-linking machine-learning named-entity-recognition natural-language-processing neural-network neural-networks nlp nlp-library python spacy text-classification tokenization
Language:Python 28857
microsoft / unilm
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
beit beit-3 bitnet deepnet document-ai foundation-models kosmos kosmos-1 layoutlm layoutxlm llm minilm mllm multimodal nlp pre-trained-model textdiffuser trocr unilm xlm-e
Language:Python 18527
datasets
huggingface / datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
computer-vision datasets deep-learning hacktoberfest machine-learning natural-language-processing nlp numpy pandas pytorch speech tensorflow
Language:Python 18501
rasa
RasaHQ / rasa
💬 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
bot bot-framework botkit bots chatbot chatbots chatbots-framework conversation-driven-development conversational-agents conversational-ai conversational-bots machine-learning machine-learning-library mitie natural-language-processing nlp nlu rasa spacy wit
Language:Python 18028
ashishpatel26 / 500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
artificial-intelligence artificial-intelligence-projects awesome computer-vision computer-vision-project data-science deep-learning deep-learning-project machine-learning machine-learning-projects nlp nlp-projects python
17728
Chinese-LLaMA-Alpaca
ymcui / Chinese-LLaMA-Alpaca
中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)
alpaca alpaca-2 large-language-models llama llama-2 llm lora nlp plm pre-trained-language-models quantization
Language:Python 17519
keon / awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
awesome awesome-list deep-learning language machine-learning natural-language-processing nlp text-mining
16068
ml-tooling / best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
automl chatgpt data-analysis data-science data-visualization data-visualizations deep-learning gpt gpt-3 jax keras machine-learning ml nlp python pytorch scikit-learn tensorflow transformer
15659
oxford-cs-deepnlp-2017 / lectures
Oxford Deep NLP 2017 course
deep-learning machine-learning natural-language-processing nlp oxford
15598
gensim
piskvorky / gensim
Topic Modelling for Humans
gensim topic-modeling information-retrieval machine-learning natural-language-processing nlp data-science python data-mining word2vec word-embeddings neural-network document-similarity word-similarity fasttext
Language:Python 15280
NLP-LOVE / ML-NLP
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。
deep-learning machine-learning nlp
Language:Jupyter Notebook 15224
bharathgs / Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
pytorch python machine-learning deep-learning tutorials papers awesome awesome-list pytorch-tutorials data-science nlp nlp-library cv computer-vision natural-language-processing facebook probabilistic-programming utility-library neural-network pytorch-model
14991
dair-ai / ML-YouTube-Courses
📺 Discover the latest machine learning / AI courses on YouTube.
ai data-science deep-learning machine-learning natural-language-processing nlp
14366
haystack
deepset-ai / haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
nlp question-answering bert language-model pytorch semantic-search squad information-retrieval summarization transformers machine-learning ai python chatgpt gpt-3 large-language-models generative-ai
Language:Python 13843
graykode / nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
attention bert natural-language-processing nlp paper pytorch tensorflow transformer tutorial
Language:Jupyter Notebook 13750
flairNLP / flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
pytorch nlp named-entity-recognition sequence-labeling semantic-role-labeling word-embeddings natural-language-processing machine-learning
Language:Python 13590
virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
tensorflow machine-learning machine-vision datascience scikit-learn python guide guidelines path study studypath learning learning-python computer-vision nlp statistics business-intelligence data-science virgilio hacktoberfest
Language:Jupyter Notebook 13544
nltk / nltk
NLTK Source
machine-learning natural-language-processing nlp nltk python
Language:Python 13073
NVIDIA / DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
computer-vision deep-learning drug-discovery forecasting large-language-models mxnet nlp paddlepaddle pytorch recommender-systems speech-recognition speech-synthesis tensorflow tensorflow2 translation
Language:Jupyter Notebook 12681
PaddleHub
PaddlePaddle / PaddleHub
Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)
deep-learning model awesome nlp vision text2image
Language:Python 12542
botpress / botpress
The open-source hub to build & deploy GPT/LLM Agents ⚡️
agent ai botpress chatbot chatgpt gpt gpt-4 llm openai langchain nlp prompt
Language:TypeScript 12012
allenai / allennlp
An open-source NLP research library, built on PyTorch.
data-science deep-learning natural-language-processing nlp python pytorch
Language:Python 11696
AI4Finance-Foundation / FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
chatgpt finance fintech large-language-models machine-learning nlp prompt-engineering pytorch reinforcement-learning robo-advisor sentiment-analysis technical-analysis fingpt
Language:Jupyter Notebook 11598
PaddleNLP
PaddlePaddle / PaddleNLP
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
bert compression distributed-training document-intelligence embedding ernie information-extraction llama llm neural-search nlp paddlenlp pretrained-models question-answering search-engine semantic-analysis sentiment-analysis transformers uie
Language:Python 11496
HqWu-HITCS / Awesome-Chinese-LLM
整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。
awesome-lists chatglm chinese llama llm nlp
11339
spencermountain / compromise
modest natural-language processing
named-entity-recognition nlp part-of-speech
Language:JavaScript 11212
chiphuyen / stanford-tensorflow-tutorials
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
chatbot course-materials deep-learning machine-learning natural-language-processing nlp python stanford tensorflow tutorial
Language:Python 10303
stanfordnlp / CoreNLP
CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.
named-entity-recognition natural-language-processing nlp nlp-parsing stanford-nlp
Language:Java 9482
ymcui / Chinese-BERT-wwm
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
bert bert-wwm bert-wwm-ext chinese-bert nlp pytorch rbt roberta roberta-wwm tensorflow
Language:Python 9319
brightmart / nlp_chinese_corpus
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
chinese-dataset chinese-corpus pretrain word2vec nlp bert language-model wiki news question-answering chinese corpus chinese-nlp dataset text-classification
9200
sloria / TextBlob
Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
nlp nltk pattern python python-3 natural-language-processing
Language:Python 8965