Natural language processing

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

There are 24,833 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 135830
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 39659
google-research / bert
TensorFlow code and pre-trained models for BERT
google natural-language-processing natural-language-understanding nlp tensorflow
Language:Python 38299
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 microsoft-for-beginners nlp rnn
Language:Jupyter Notebook 35020
HanLP
hankcs / HanLP
Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification
dependency-parser hanlp named-entity-recognition natural-language-processing nlp pos-tagging semantic-parsing text-classification
Language:Python 34042
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 30374
infiniflow / ragflow
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
agent agents ai-search chatbot chatgpt data-pipelines deep-learning document-parser document-understanding genai graph graphrag llm nlp pdf-to-text preprocessing rag retrieval-augmented-generation table-structure-recognition text2sql
Language:Python 24501
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
20704
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 20300
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 19323
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
nlp machine-learning machine-learning-library bot bots botkit rasa wit nlu conversational-bots conversational-agents conversational-ai spacy mitie chatbot chatbots chatbots-framework bot-framework natural-language-processing conversation-driven-development
Language:Python 19022
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 18454
ml-tooling / best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
python machine-learning data-science nlp data-visualization tensorflow pytorch scikit-learn keras data-visualizations deep-learning automl ml jax transformer data-analysis chatgpt gpt gpt-3
18214
haystack
deepset-ai / haystack
AI 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 llm rag retrieval-augmented-generation
Language:Python 17960
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
16800
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
16356
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 16120
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
16043
gensim
piskvorky / gensim
Topic Modelling for Humans
data-mining data-science document-similarity fasttext gensim information-retrieval machine-learning natural-language-processing neural-network nlp python topic-modeling word-embeddings word-similarity word2vec
Language:Python 15712
oxford-cs-deepnlp-2017 / lectures
Oxford Deep NLP 2017 course
deep-learning machine-learning natural-language-processing nlp oxford
15689
bharathgs / Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
awesome awesome-list computer-vision cv data-science deep-learning facebook machine-learning natural-language-processing neural-network nlp nlp-library papers probabilistic-programming python pytorch pytorch-model pytorch-tutorials tutorials utility-library
15520
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 14318
AI4Finance-Foundation / FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
chatgpt finance fingpt fintech large-language-models machine-learning nlp prompt-engineering pytorch reinforcement-learning robo-advisor sentiment-analysis technical-analysis
Language:Jupyter Notebook 14109
virgili0 / Virgilio
Your new Mentor for Data Science E-Learning.
business-intelligence computer-vision data-science datascience guide guidelines hacktoberfest learning learning-python machine-learning machine-vision nlp path python scikit-learn statistics study studypath tensorflow virgilio
Language:Jupyter Notebook 13989
flairNLP / flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
machine-learning named-entity-recognition natural-language-processing nlp pytorch semantic-role-labeling sequence-labeling word-embeddings
Language:Python 13974
nltk / nltk
NLTK Source
machine-learning natural-language-processing nlp nltk python
Language:Python 13669
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 13628
storm
stanford-oval / storm
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
agentic-rag emnlp2024 knowledge-curation large-language-models naacl nlp report-generation retrieval-augmented-generation
Language:Python 13561
botpress / botpress
The open-source hub to build & deploy GPT/LLM Agents ⚡️
agent ai botpress chatbot chatgpt gpt gpt-4 langchain llm nlp openai prompt
Language:TypeScript 12856
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)【安全加固，暂停交互，请耐心等待】
deep-learning model awesome nlp vision text2image
Language:Python 12752
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.
nlp embedding bert ernie paddlenlp pretrained-models transformers information-extraction question-answering search-engine semantic-analysis sentiment-analysis neural-search uie document-intelligence compression llm distributed-training llama
Language:Python 12190
allenai / allennlp
An open-source NLP research library, built on PyTorch.
data-science deep-learning natural-language-processing nlp python pytorch
Language:Python 11767
spencermountain / compromise
modest natural-language processing
named-entity-recognition nlp part-of-speech
Language:JavaScript 11498
dair-ai / ML-Papers-of-the-Week
🔥Highlighting the top ML papers every week.
ai data-science deeplearning machine-learning nlp
10357
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 10332
tangyudi / Ai-Learn
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
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
9993