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The Top 23 Text Classification Open Source Projects

Open source projects categorized as Text Classification
Categories > Machine Learning > Text Classification
Hanlp ⭐ 32,059
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
dependent packages 22total releases 43most recent commit a month ago
Spacy ⭐ 28,628
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 1,367total releases 226most recent commit 18 days agopypi spacy} Downloads
Nlp_chinese_corpus ⭐ 8,344
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
most recent commit a year ago
Text_classification ⭐ 7,628
all kinds of text classification models and more with deep learning
most recent commit 7 months ago
Nlp Recipes ⭐ 6,321
Natural Language Processing Best Practices & Examples
most recent commit 2 years ago
Cnn Text Classification Tf ⭐ 5,256
Convolutional Neural Network for Text Classification in Tensorflow
most recent commit 4 years ago
Simpletransformers ⭐ 3,883
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
dependent packages 27total releases 282most recent commit 4 months agopypi simpletransformers} Downloads
Snips Nlu ⭐ 3,796
Snips Python library to extract meaning from text
dependent packages 5total releases 34most recent commit a year agopypi snips-nlu} 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
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 10 months agopypi catalyst} Downloads
Text Classification Cnn Rnn ⭐ 2,950
CNN-RNN中文文本分类，基于TensorFlow
most recent commit 5 years ago
Fastnlp ⭐ 2,940
fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.
dependent packages 2total releases 24most recent commit a year agopypi FastNLP} Downloads
Cluedatasetsearch ⭐ 2,778
搜索所有中文NLP数据集，附常用英文NLP数据集
most recent commit a year 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
Pythoncode Tutorials ⭐ 1,923
The Python Code Tutorials
most recent commit 3 months ago
Easynlp ⭐ 1,871
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
total releases 1most recent commit 4 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 5 months ago
Instructor Embedding ⭐ 1,630
[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
most recent commit a month ago
Text_classification ⭐ 1,621
Text Classification Algorithms: A Survey
most recent commit a year ago
Chinese Text Classification Pytorch ⭐ 1,609
中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_At
most recent commit 4 years ago
Delta ⭐ 1,584
DELTA is a deep learning based natural language and speech processing platform.
total releases 3most recent commit 8 days ago
Transformers_tasks ⭐ 1,521
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.
most recent commit 7 months ago
Neuronblocks ⭐ 1,441
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
most recent commit 9 months ago
The 10 Most Depended On Text Classification Open Source Projects
Spacy ⭐ 28,628
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 1,367total releases 226latest release October 16, 2023most recent commit 18 days agopypi spacy} Downloads
Clarifai Python ⭐ 384
Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!
dependent packages 31total releases 98latest release December 11, 2023most recent commit a month agopypi clarifai} 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
Simpletransformers ⭐ 3,883
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
dependent packages 27total releases 282latest release August 07, 2023most recent commit 4 months agopypi simpletransformers} Downloads
Python Stop Words ⭐ 108
Get list of common stop words in various languages in Python
dependent packages 25total releases 8latest release July 23, 2018most recent commit 5 years agopypi stop-words} Downloads
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 10 months agopypi catalyst} Downloads
Whatlang Rs ⭐ 919
Natural language detection library for Rust. Try demo online: https://whatlang.org/
dependent packages 14total releases 33latest release August 16, 2023most recent commit 4 months agocargo whatlang} Downloads
The 10 Latest Releases In Text Classification Open Source Projects
Clarifai Python ⭐ 384
Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!
dependent packages 31total releases 98latest release December 11, 2023most recent commit a month agopypi clarifai} Downloads
Nucliadb ⭐ 532
NucliaDB, The AI Search database for unstructured data
dependent packages 5total releases 824latest release December 11, 2023most recent commit 3 months agopypi nucliadb-models} Downloads
Bert4torch ⭐ 1,035
An elegent pytorch implement of transformers
dependent packages 1total releases 35latest release December 09, 2023most recent commit 3 months agopypi bert4torch} 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
Tasksource ⭐ 103
Datasets collection and standardization preprocessings for NLP extreme multitask learning
dependent packages 1total releases 40latest release December 06, 2023most recent commit 4 months agopypi tasksource} Downloads
Label Sleuth ⭐ 230
Open source no-code system for text annotation and building of text classifiers
total releases 66latest release December 04, 2023most recent commit 4 months ago
Delft ⭐ 379
a Deep Learning Framework for Text
total releases 21latest release November 29, 2023most recent commit 3 months ago
Cappr ⭐ 57
Completion After Prompt Probability. Make your LLM make a choice
total releases 31latest release November 23, 2023most recent commit 5 months ago
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