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The Top 23 Natural Language Processing Text Classification Open Source Projects

Open source projects categorized as Natural Language Processing Text Classification
Categories > Machine Learning > Natural Language Processing
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 22 days ago
Spacy ⭐ 28,628
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 1,367total releases 226most recent commit 10 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
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 9 months agopypi catalyst} Downloads
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 3 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
Delta ⭐ 1,583
DELTA is a deep learning based natural language and speech processing platform.
total releases 3most recent commit a month 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 ⭐ 1,442
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
most recent commit 9 months ago
Eda_nlp ⭐ 1,405
Data augmentation for NLP, presented at EMNLP 2019
most recent commit a year ago
Refinery ⭐ 1,257
The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.
total releases 8most recent commit 7 months ago
Nlp_xiaojiang ⭐ 1,129
自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Senten Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification）， 实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征
total releases 1most recent commit 3 years ago
Text Analytics With Python ⭐ 1,073
Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.
most recent commit 3 years ago
Bert4torch ⭐ 1,035
An elegent pytorch implement of transformers
dependent packages 1total releases 35most recent commit 3 months agopypi bert4torch} Downloads
The 10 Most Depended On Natural Language Processing 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 10 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 21 days 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
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 9 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 3 months agocargo whatlang} 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
Chatito ⭐ 755
🎯🗯 Generate datasets for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!
dependent packages 5total releases 29latest release October 03, 2019most recent commit 2 years agonpm chatito} Downloads
The 10 Latest Releases In Natural Language Processing 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 21 days agopypi clarifai} 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 3 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
Spacy Llm ⭐ 806
🦙 Integrating LLMs into structured NLP pipelines
total releases 21latest release November 17, 2023most recent commit 3 months ago
Cleanlab Studio ⭐ 16
Client interface for all things Cleanlab Studio
total releases 47latest release November 14, 2023most recent commit 3 months ago
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