Natural language processing

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

There are 15,662 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 63551
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 33291
google-research / bert
TensorFlow code and pre-trained models for BERT
google natural-language-processing natural-language-understanding nlp tensorflow
Language:Python 31244
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 25963
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 23408
oxford-cs-deepnlp-2017 / lectures
Oxford Deep NLP 2017 course
deep-learning machine-learning natural-language-processing nlp oxford
15347
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 14006
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 evaluation machine-learning metrics natural-language-processing nlp numpy pandas pytorch speech tensorflow
Language:Python 13446
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 13285
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 13202
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
13190
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
13040
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 11958
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 11619
allenai / allennlp
An open-source NLP research library, built on PyTorch.
pytorch nlp natural-language-processing deep-learning data-science python
Language:Python 10998
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 10861
nltk / nltk
NLTK Source
machine-learning natural-language-processing nlp nltk python
Language:Python 10755
spencermountain / compromise
modest natural-language processing
named-entity-recognition nlp part-of-speech
Language:JavaScript 10219
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 10167
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).
bot bot-builder bot-framework botkit botkit-bots botpress bots chatbot chatbot-framework chatbots conversation conversational-ai conversational-ui machine-learning-algorithms microsoft-bot-framework nlp nlu rasa sdk
Language:TypeScript 9707
ml-tooling / best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
best-of awesome python machine-learning data-science nlp data-visualization tensorflow pytorch scikit-learn keras python-library data-visualizations deep-learning automl ml jax transformer data-analysis
Language:Python 9598
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
8581
stanfordnlp / CoreNLP
Stanford CoreNLP: A Java suite of core NLP tools.
named-entity-recognition natural-language-processing nlp nlp-parsing stanford-nlp
Language:Java 8473
sloria / TextBlob
Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
natural-language-processing nlp nltk pattern python python-2 python-3
Language:Python 8156
PaddleHub
PaddlePaddle / PaddleHub
Awesome pre-trained models toolkit based on PaddlePaddle.(300+ models including Image, Text, Audio and Video with Easy Inference & Serving deployment)
ai-models awesome deep-learning model nlp paddlehub pre-trained vision
Language:Python 7963
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 7318
brightmart / nlp_chinese_corpus
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
bert chinese chinese-corpus chinese-dataset chinese-nlp corpus dataset language-model news nlp pretrain question-answering text-classification wiki word2vec
7030
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 6984
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
6851
dair-ai / ML-YouTube-Courses
📺 A place to discover the latest machine learning courses on YouTube.
deep-learning machine-learning natural-language-processing nlp
6643
jadore801120 / attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
attention attention-is-all-you-need deep-learning natural-language-processing nlp pytorch
Language:Python 6555
dragen1860 / TensorFlow-2.x-Tutorials
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。
tensorflow tensorflow-examples tensorflow-tutorials tensorflow-2 deep-learning machine-learning computer-vision nlp artificial-intelligence neural-network
Language:Jupyter Notebook 6205
NLPchina / ansj_seg
ansj分词.ict的真正java实现.分词效果速度都超过开源版的ict. 中文分词,人名识别,词性标注,用户自定义词典
ansj chinese java nlp
Language:Java 6125
stanza
stanfordnlp / stanza
Official Stanford NLP Python Library for Many Human Languages
python nlp natural-language-processing machine-learning deep-learning artificial-intelligence pytorch universal-dependencies named-entity-recognition corenlp
Language:Python 6124
nfmcclure / tensorflow_cookbook
Code for Tensorflow Machine Learning Cookbook
tensorflow tensorflow-cookbook linear-regression neural-network tensorflow-algorithms rnn cnn svm nlp packtpub machine-learning tensorboard classification regression kmeans-clustering genetic-algorithm ode
Language:Jupyter Notebook 6021
microsoft / nlp-recipes
Natural Language Processing Best Practices & Examples
nlp natural-language-processing natural-language-understanding text deep-learning azure-ml nlu nli natural-language-inference mlflow machine-learning natural-language pretrained-models sota transfomer text-classification best-practices
Language:Python 5918

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Related Topics

natural-language-processing bert sentiment-analysis text-classification