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The Top 23 Python Text Classification Open Source Projects

Open source projects categorized as Python Text Classification
Categories > Machine Learning > Text Classification
Knowprompt ⭐ 166
Code and datasets for the WWW2022 paper "KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction."
most recent commit 10 months ago
Lbl2vec ⭐ 165
Lbl2Vec learns jointly embedded label, document and word vectors to retrieve documents with predefined topics from an unlabeled document corpus.
total releases 3most recent commit 3 months ago
Retvec ⭐ 165
RETVec is an efficient, multilingual, and adversarially-robust text vectorizer.
total releases 2most recent commit 4 months ago
Rnn_text_classify ⭐ 160
Text classification using LSTM
most recent commit 7 years ago
Chinese Text Classification Pytorch ⭐ 156
中文文本分类任务，基于PyTorch实现（TextCNN，TextRNN，FastText，Text DPCNN, Transformer，Bert，ERNIE），开箱即用！
most recent commit 9 months ago
Cosine ⭐ 155
This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach' (In Proc. of NAACL-HLT 2021).
most recent commit 2 years ago
A Pytorch Tutorial To Text Classification ⭐ 154
Hierarchical Attention Networks | a PyTorch Tutorial to Text Classification
most recent commit 4 years ago
Textclassification ⭐ 153
several methods for text classification
most recent commit 6 years ago
Classify Text ⭐ 152
"20 Newsgroups" text classification with python
most recent commit 7 years ago
Augmenty ⭐ 147
Augmenty is an augmentation library based on spaCy for augmenting texts.
dependent packages 3total releases 30most recent commit 17 days agopypi augmenty} Downloads
Monkeylearn Python ⭐ 146
Official Python client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Python apps.
total releases 28most recent commit 3 years ago
Pytorch Rnn Text Classification ⭐ 145
Word Embedding + LSTM + FC
most recent commit 8 months ago
Charcnn_keras ⭐ 142
The implementation of text classification using character level convoultion neural networks using Keras
most recent commit a year ago
Fudan_mtl_reviews ⭐ 139
TensorFlow implementation of the paper `Adversarial Multi-task Learning for Text Classification`
most recent commit 5 years ago
Onnxt5 ⭐ 136
Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.
total releases 11most recent commit 3 years ago
Match ⭐ 132
MATCH: Metadata-Aware Text Classification in A Large Hierarchy (WWW'21)
most recent commit 8 months ago
Sample Apps ⭐ 132
Sample apps for YouTube channel. Machine Learning, Web Development, Python.
most recent commit a year ago
Support Tickets Classification ⭐ 128
This case study shows how to create a model for text analysis and classification and deploy it as a web service in Azure cloud in order to automatically classify support tickets. This project is a proof of concept made by Microsoft (Commercial Software Engineering team) in collaboration with Endava http://endava.com/en
most recent commit 3 years ago
Holmes Extractor ⭐ 128
Information extraction from English and German texts based on predicate logic
total releases 16most recent commit 10 months ago
Fine Grained Sentiment ⭐ 126
A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.
most recent commit 3 years ago
Textclassification ⭐ 124
Text classification using different neural networks (CNN, LSTM, Bi-LSTM, C-LSTM).
most recent commit 6 years ago
Bible_text_gcn ⭐ 123
Pytorch implementation of "Graph Convolutional Networks for Text Classification"
most recent commit 7 months ago
Newsmtsc ⭐ 122
Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.
total releases 26most recent commit 4 months ago
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