Natural language processing

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

There are 18,940 repositories under nlp topic.

transformers
huggingface / transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
nlp natural-language-processing pytorch language-model tensorflow bert language-models pytorch-transformers nlp-library transformer model-hub pretrained-models jax flax seq2seq speech-recognition hacktoberfest python machine-learning deep-learning
Language:Python 86448
apachecn / ailearning
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
fp-growth apriori mahchine-leaning naivebayes svm adaboost kmeans svd pca logistic regression recommendedsystem sklearn scikit-learn nlp deeplearning python dnn lstm rnn
Language:Python 34885
google-research / bert
TensorFlow code and pre-trained models for BERT
nlp google natural-language-processing natural-language-understanding tensorflow
Language:Python 33496
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 28414
explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
natural-language-processing data-science machine-learning python cython nlp artificial-intelligence ai spacy nlp-library neural-network neural-networks deep-learning named-entity-recognition entity-linking text-classification tokenization
Language:Python 25544
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 15818
datasets
huggingface / datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
nlp datasets pytorch tensorflow pandas numpy natural-language-processing computer-vision machine-learning deep-learning speech hacktoberfest
Language:Python 15546
oxford-cs-deepnlp-2017 / lectures
Oxford Deep NLP 2017 course
deep-learning machine-learning natural-language-processing nlp oxford
15459
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
14452
gensim
RaRe-Technologies / 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 14083
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
13847
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 13403
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 13361
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
13053
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 12579
graykode / nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
nlp natural-language-processing tutorial pytorch tensorflow transformer attention paper bert
Language:Jupyter Notebook 12262
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
awesome machine-learning deep-learning machine-learning-projects deep-learning-project computer-vision-project nlp-projects artificial-intelligence-projects python artificial-intelligence data-science computer-vision nlp
11977
nltk / nltk
NLTK Source
machine-learning natural-language-processing nlp nltk python
Language:Python 11665
allenai / allennlp
An open-source NLP research library, built on PyTorch.
pytorch nlp natural-language-processing deep-learning data-science python
Language:Python 11429
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 11293
microsoft / unilm
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
nlp pre-trained-model unilm minilm layoutlm multimodal-pre-trained-model layoutxlm beit document-ai trocr beit-3 foundation-models xlm-e deepnet document-foundation-model llm multimodal mllm kosmos kosmos-1
Language:Python 11220
spencermountain / compromise
modest natural-language processing
nlp part-of-speech named-entity-recognition
Language:JavaScript 10595
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 paddlepaddle pytorch recommender-systems speech-recognition speech-synthesis tensorflow tensorflow2 translation nlp
Language:Jupyter Notebook 10467
chiphuyen / stanford-tensorflow-tutorials
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
tensorflow deep-learning tutorial nlp natural-language-processing chatbot machine-learning stanford course-materials python
Language:Python 10225
botpress / botpress
🤖 Dev tools to reliably understand text and automate conversations. Built-in NLU. Connect & deploy on any messaging channel (Slack, MS Teams, website, Telegram, etc).
chatbot bot botpress bot-framework sdk bot-builder microsoft-bot-framework botkit botkit-bots bots conversation conversational-ui nlu nlp machine-learning-algorithms chatbot-framework chatbots conversational-ai rasa
Language:TypeScript 10137
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
10062
stanfordnlp / CoreNLP
Stanford CoreNLP: A Java suite of core NLP tools.
named-entity-recognition natural-language-processing nlp nlp-parsing stanford-nlp
Language:Java 8894
sloria / TextBlob
Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
nlp nltk pattern python python-3 python-2 natural-language-processing
Language:Python 8484
PaddleNLP
PaddlePaddle / PaddleNLP
👑 Easy-to-use and powerful NLP 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 and 🖼 Diffusion AIGC system etc.
nlp seq2seq embedding bert ernie paddlenlp pretrained-models transformers information-extraction question-answering search-engine semantic-analysis sentiment-analysis neural-search uie image-generation document-intelligence stable-diffusion aigc compression
Language:Python 8078
ymcui / Chinese-BERT-wwm
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
chinese-bert tensorflow pytorch bert nlp roberta bert-wwm bert-wwm-ext roberta-wwm rbt
Language:Python 7957
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
7777
brightmart / text_classification
all kinds of text classification models and more with deep learning
attention-mechanism classification convolutional-neural-networks fasttext memory-networks multi-class multi-label nlp sentence-classification tensorflow text-classification textcnn textrnn
Language:Python 7516
haystack
deepset-ai / haystack
:mag: Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-3 and alike). Haystack offers production-ready tools to quickly build ChatGPT-like question answering, semantic search, text generation, and more.
nlp question-answering bert transfer-learning language-model pytorch semantic-search squad elasticsearch information-retrieval summarization transformers natural-language-processing machine-learning ai python chatgpt gpt-3 large-language-models generative-ai
Language:Python 7448
jadore801120 / attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
attention deep-learning attention-is-all-you-need pytorch nlp natural-language-processing
Language:Python 7274
crownpku / Awesome-Chinese-NLP
A curated list of resources for Chinese NLP 中文自然语言处理相关资料
chinese-nlp nlp
7185
PaddlePaddle / models
Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.
paddlepaddle deep-learning neural-network computer-vision natural-language-processing recommendation speech nlp cv models
Language:Python 6752

Related Topics

natural-language-processing bert pytorch transformer