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The Top 23 Natural Language Processing Classification Open Source Projects

Open source projects categorized as Natural Language Processing Classification
Categories > Data Processing > Classification
Categories > Machine Learning > Natural Language Processing
Nlp Tutorial ⭐ 13,226
Natural Language Processing Tutorial for Deep Learning Researchers
most recent commit 5 months ago
Text_classification ⭐ 7,628
all kinds of text classification models and more with deep learning
most recent commit 7 months ago
Tensorflow_cookbook ⭐ 6,085
Code for Tensorflow Machine Learning Cookbook
most recent commit a year ago
Smile ⭐ 5,833
Statistical Machine Intelligence & Learning Engine
dependent packages 35total releases 33most recent commit 6 months ago
Franc ⭐ 3,963
Natural language detection
dependent packages 78total releases 35most recent commit 3 months agonpm franc} Downloads
Flaml ⭐ 3,500
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
dependent packages 11total releases 92most recent commit 3 months agopypi FLAML} Downloads
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 9 months agopypi catalyst} Downloads
Uer Py ⭐ 2,802
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
most recent commit 5 months ago
Awesome Deeplearning ⭐ 2,670
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
most recent commit 3 months ago
Kashgari ⭐ 2,141
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
dependent packages 1total releases 11most recent commit 3 years agopypi kashgari-tf} Downloads
Practical Machine Learning With Python ⭐ 2,054
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
most recent commit a year ago
Ml ⭐ 1,947
A high-level machine learning and deep learning library for the PHP language.
dependent packages 14total releases 76most recent commit 3 months agopackagist rubix/ml} Downloads
Absa Pytorch ⭐ 1,782
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
most recent commit 10 months ago
Keras Textclassification ⭐ 1,641
中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastTex RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
total releases 9most recent commit 4 months ago
Text_classification ⭐ 1,621
Text Classification Algorithms: A Survey
most recent commit a year ago
Eda_nlp ⭐ 1,405
Data augmentation for NLP, presented at EMNLP 2019
most recent commit a year ago
Detext ⭐ 1,235
DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks
most recent commit a year ago
Tribuo ⭐ 1,202
Tribuo - A Java machine learning library
dependent packages 25total releases 10most recent commit 4 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 205most recent commit 5 months agopypi ktrain} Downloads
Semi Supervised Learning ⭐ 1,069
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
total releases 32most recent commit 3 months ago
Text_gcn ⭐ 1,008
Graph Convolutional Networks for Text Classification. AAAI 2019
most recent commit 3 years ago
Tencentpretrain ⭐ 951
Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo
most recent commit 3 months ago
Wikipedia2vec ⭐ 899
A tool for learning vector representations of words and entities from Wikipedia
dependent packages 2total releases 31most recent commit 3 months agopypi wikipedia2vec} Downloads
The 10 Most Depended On Natural Language Processing Classification Open Source Projects
Franc ⭐ 3,963
Natural language detection
dependent packages 78total releases 35latest release November 23, 2022most recent commit 3 months agonpm franc} Downloads
Smile ⭐ 5,833
Statistical Machine Intelligence & Learning Engine
dependent packages 35total releases 33latest release June 14, 2023most recent commit 6 months ago
Tribuo ⭐ 1,202
Tribuo - A Java machine learning library
dependent packages 25total releases 10latest release January 16, 2023most recent commit 4 months ago
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 9 months agopypi catalyst} Downloads
Ml ⭐ 1,947
A high-level machine learning and deep learning library for the PHP language.
dependent packages 14total releases 76latest release May 26, 2023most recent commit 3 months agopackagist rubix/ml} Downloads
Flaml ⭐ 3,500
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
dependent packages 11total releases 92latest release October 02, 2023most recent commit 3 months agopypi FLAML} Downloads
Nncf ⭐ 725
Neural Network Compression Framework for enhanced OpenVINO™ inference
dependent packages 6total releases 16latest release November 16, 2023most recent commit 3 months agopypi nncf} Downloads
Ml Classify Text Js ⭐ 91
Machine learning based text classification in JavaScript using n-grams and cosine similarity
dependent packages 5total releases 3latest release February 05, 2023most recent commit a year agonpm ml-classify-text} Downloads
Happy Transformer ⭐ 449
Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.
dependent packages 5total releases 23latest release August 05, 2023most recent commit 8 months agopypi happytransformer} Downloads
The 10 Latest Releases In Natural Language Processing Classification Open Source Projects
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
Nncf ⭐ 725
Neural Network Compression Framework for enhanced OpenVINO™ inference
dependent packages 6total releases 16latest release November 16, 2023most recent commit 3 months agopypi nncf} Downloads
Semi Supervised Learning ⭐ 1,069
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
total releases 32latest release November 10, 2023most recent commit 3 months ago
Txtai.rs ⭐ 92
Rust client for txtai
total releases 26latest release November 08, 2023most recent commit 4 months ago
Txtai.js ⭐ 130
JavaScript client for txtai
dependent packages 1total releases 26latest release November 08, 2023most recent commit 4 months agonpm txtai} Downloads
Lightautoml ⭐ 769
LAMA - automatic model creation framework
total releases 2latest release November 03, 2023most recent commit 2 years ago
Flaml ⭐ 3,500
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
dependent packages 11total releases 92latest release October 02, 2023most recent commit 3 months agopypi FLAML} Downloads
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