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The Top 23 Machine Learning Text Classification Open Source Projects

Open source projects categorized as Machine Learning Text Classification
Categories > Machine Learning > Machine Learning
Categories > Machine Learning > Text Classification
Spacy ⭐ 28,628
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 1,367total releases 226most recent commit 16 days agopypi spacy} Downloads
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 10 months agopypi catalyst} Downloads
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
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
Chatgpt Comparison Detection ⭐ 921
Human ChatGPT Comparison Corpus (HC3), Detectors, and more! 🔥
most recent commit 10 months ago
Nlp In Practice ⭐ 861
Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
most recent commit 3 years ago
Spacy Llm ⭐ 806
🦙 Integrating LLMs into structured NLP pipelines
total releases 21most recent commit 3 months ago
Spacy Streamlit ⭐ 688
👑 spaCy building blocks and visualizers for Streamlit apps
total releases 17most recent commit 9 months ago
Dataaug4nlp ⭐ 595
Collection of papers and resources for data augmentation for NLP.
most recent commit 2 years ago
Nucliadb ⭐ 532
NucliaDB, The AI Search database for unstructured data
dependent packages 5total releases 824most recent commit 3 months agopypi nucliadb-models} Downloads
Text_mining_resources ⭐ 511
Resources for learning about Text Mining and Natural Language Processing
most recent commit a year ago
Small Text ⭐ 509
Active Learning for Text Classification in Python
total releases 19most recent commit 4 months ago
Happy Transformer ⭐ 449
Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.
dependent packages 5total releases 23most recent commit 9 months agopypi happytransformer} Downloads
Pytextclassifier ⭐ 427
pytextclassifier is a toolkit for text classification. 文本分类，LR，Xgboost，TextCNN，FastText，TextRNN，BERT等分类模型
total releases 27most recent commit 2 months ago
Keras Text ⭐ 417
Text Classification Library in Keras
dependent packages 1total releases 1most recent commit 6 years agopypi keras-text} Downloads
Rmdl ⭐ 409
RMDL: Random Multimodel Deep Learning for Classification
total releases 7most recent commit a year ago
Clarifai Python ⭐ 384
Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!
dependent packages 31total releases 98most recent commit a month agopypi clarifai} Downloads
Mixtext ⭐ 342
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification
most recent commit 4 years ago
The 10 Most Depended On Machine Learning 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 16 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
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 10 months agopypi catalyst} Downloads
Snips Nlu ⭐ 3,796
Snips Python library to extract meaning from text
dependent packages 5total releases 34latest release January 15, 2020most recent commit a year agopypi snips-nlu} Downloads
Fasttext.js ⭐ 169
FastText for Node.js
dependent packages 5total releases 11latest release March 22, 2023most recent commit a year agonpm fasttext.js} 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 9 months agopypi happytransformer} 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
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
The 10 Latest Releases In Machine Learning 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
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
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
Cybertron ⭐ 235
Cybertron: the home planet of the Transformers in Go
dependent packages 2total releases 5latest release November 08, 2023most recent commit 3 months ago
Spacy ⭐ 28,628
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 1,367total releases 226latest release October 16, 2023most recent commit 16 days agopypi spacy} Downloads
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