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The Top 23 Model Natural Language Processing Open Source Projects

Open source projects categorized as Model Natural Language Processing
Categories > Machine Learning > Natural Language Processing
Paddlehub ⭐ 12,193
Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)
dependent packages 6total releases 50most recent commit 6 months agopypi paddlehub} Downloads
Allennlp ⭐ 11,300
An open-source NLP research library, built on PyTorch.
dependent packages 73total releases 265most recent commit a year agopypi allennlp} Downloads
Corenlp ⭐ 9,315
CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.
total releases 1most recent commit 3 months ago
Nlp_course ⭐ 9,139
YSDA course in Natural Language Processing
most recent commit 3 months ago
Attention Is All You Need Pytorch ⭐ 7,910
A PyTorch implementation of the Transformer model in "Attention is All You Need".
most recent commit 6 months ago
Text_classification ⭐ 7,628
all kinds of text classification models and more with deep learning
most recent commit 7 months ago
Stanza ⭐ 6,931
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 91total releases 22most recent commit 3 months agopypi stanza} Downloads
Models ⭐ 6,819
Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.
most recent commit 7 months ago
Xlnet ⭐ 5,709
XLNet: Generalized Autoregressive Pretraining for Language Understanding
total releases 6most recent commit 3 years ago
Bert Pytorch ⭐ 5,605
Google AI 2018 BERT pytorch implementation
total releases 5most recent commit 9 months ago
Bertopic ⭐ 5,170
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
dependent packages 19total releases 35most recent commit 3 months agopypi bertopic} Downloads
Spark Nlp ⭐ 3,578
State of the Art Natural Language Processing
dependent packages 30total releases 134most recent commit 3 months agopypi spark-nlp} Downloads
Text ⭐ 3,411
Models, data loaders and abstractions for language processing, powered by PyTorch
dependent packages 146total releases 29most recent commit 3 months agopypi torchtext} Downloads
Lit ⭐ 3,272
The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.
dependent packages 1total releases 11most recent commit 3 months agopypi lit-nlp} Downloads
100 Nlp Papers ⭐ 3,141
100 Must-Read NLP Papers
most recent commit 3 years ago
Gpt2 Chitchat ⭐ 2,870
GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI思想)
most recent commit 6 months ago
Uer Py ⭐ 2,802
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
most recent commit 5 months ago
Lingvo ⭐ 2,776
Lingvo
most recent commit 3 months ago
Thinc ⭐ 2,774
🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
dependent packages 67total releases 229most recent commit 3 months agopypi thinc} Downloads
Neuralcoref ⭐ 2,607
✨Fast Coreference Resolution in spaCy with Neural Networks
dependent packages 15total releases 3most recent commit a year agopypi neuralcoref} Downloads
Textattack ⭐ 2,597
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
dependent packages 5total releases 46most recent commit 4 months agopypi textattack} Downloads
Rust Bert ⭐ 2,300
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
dependent packages 7total releases 45most recent commit 3 months agocargo rust-bert} Downloads
Electra ⭐ 2,242
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
most recent commit 5 months ago
The 10 Most Depended On Model Natural Language Processing Open Source Projects
Huggingface_hub ⭐ 1,462
The official Python client for the Huggingface Hub.
dependent packages 552total releases 89latest release November 16, 2023most recent commit 3 months agopypi huggingface-hub} Downloads
Text ⭐ 3,411
Models, data loaders and abstractions for language processing, powered by PyTorch
dependent packages 146total releases 29latest release November 15, 2023most recent commit 3 months agopypi torchtext} Downloads
Opennlp ⭐ 1,324
Apache OpenNLP
dependent packages 134total releases 23latest release November 22, 2023most recent commit 3 months ago
Stanza ⭐ 6,931
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 91total releases 22latest release December 03, 2023most recent commit 3 months agopypi stanza} Downloads
Allennlp ⭐ 11,300
An open-source NLP research library, built on PyTorch.
dependent packages 73total releases 265latest release October 18, 2022most recent commit a year agopypi allennlp} Downloads
Thinc ⭐ 2,774
🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
dependent packages 67total releases 229latest release September 22, 2023most recent commit 3 months agopypi thinc} Downloads
Spark Nlp ⭐ 3,578
State of the Art Natural Language Processing
dependent packages 30total releases 134latest release December 08, 2023most recent commit 3 months agopypi spark-nlp} Downloads
Bertopic ⭐ 5,170
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
dependent packages 19total releases 35latest release November 27, 2023most recent commit 3 months agopypi bertopic} Downloads
Allennlp Models ⭐ 450
Officially supported AllenNLP models
dependent packages 15total releases 99latest release October 19, 2022most recent commit a year agopypi allennlp-models} Downloads
The 10 Latest Releases In Model Natural Language Processing Open Source Projects
Spark Nlp ⭐ 3,578
State of the Art Natural Language Processing
dependent packages 30total releases 134latest release December 08, 2023most recent commit 3 months agopypi spark-nlp} Downloads
Stanza ⭐ 6,931
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 91total releases 22latest release December 03, 2023most recent commit 3 months agopypi stanza} Downloads
Bertopic ⭐ 5,170
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
dependent packages 19total releases 35latest release November 27, 2023most recent commit 3 months agopypi bertopic} Downloads
Opennlp ⭐ 1,324
Apache OpenNLP
dependent packages 134total releases 23latest release November 22, 2023most recent commit 3 months ago
Ktrain ⭐ 1,188
ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
dependent packages 2total releases 205latest release November 18, 2023most recent commit 5 months agopypi ktrain} Downloads
Huggingface_hub ⭐ 1,462
The official Python client for the Huggingface Hub.
dependent packages 552total releases 89latest release November 16, 2023most recent commit 3 months agopypi huggingface-hub} Downloads
Cleannlp ⭐ 203
R package providing annotators and a normalized data model for natural language processing
dependent packages 1total releases 11latest release November 16, 2023most recent commit 4 months ago
Text ⭐ 3,411
Models, data loaders and abstractions for language processing, powered by PyTorch
dependent packages 146total releases 29latest release November 15, 2023most recent commit 3 months agopypi torchtext} Downloads
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