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The Top 23 Python Machine Learning Text Classification Open Source Projects

Open source projects categorized as Python 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 18 days agopypi spacy} 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
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
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
Nucliadb ⭐ 532
NucliaDB, The AI Search database for unstructured data
dependent packages 5total releases 824most recent commit 3 months agopypi nucliadb-models} Downloads
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
Artificial Adversary ⭐ 317
🗣️ Tool to generate adversarial text examples and test machine learning models against them
dependent packages 1total releases 3most recent commit 6 years agopypi Adversary} Downloads
Pixiu ⭐ 309
This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).
most recent commit 3 months ago
Hover ⭐ 309
🚤 Label data at scale. Fun and precision included.
total releases 24most recent commit 3 months ago
Pyss3 ⭐ 307
A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)
total releases 29most recent commit 8 months ago
Text Classification ⭐ 219
Text Classification through CNN, RNN & HAN using Keras
most recent commit 5 years ago
Shallowlearn ⭐ 196
An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.
total releases 5most recent commit 7 years ago
The 10 Most Depended On Python 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 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
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
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
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
Artificial Adversary ⭐ 317
🗣️ Tool to generate adversarial text examples and test machine learning models against them
dependent packages 1total releases 3latest release August 29, 2018most recent commit 6 years agopypi Adversary} Downloads
Keras Text ⭐ 417
Text Classification Library in Keras
dependent packages 1total releases 1latest release December 03, 2017most recent commit 6 years agopypi keras-text} Downloads
The 10 Latest Releases In Python 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
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
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
Small Text ⭐ 509
Active Learning for Text Classification in Python
total releases 19latest release August 19, 2023most recent commit 4 months ago
Annif ⭐ 179
Annif is a multi-algorithm automated subject indexing tool for libraries, archives and museums.
total releases 44latest release August 18, 2023most recent commit 3 months ago
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