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The Top 23 Document Classification Open Source Projects

Open source projects categorized as Document Classification
Categories > Document Classification
Text_classification ⭐ 1,621
Text Classification Algorithms: A Survey
most recent commit a year ago
Bert_language_understanding ⭐ 886
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
most recent commit 5 years ago
Hedwig ⭐ 498
PyTorch deep learning models for document classification
most recent commit 2 years ago
Attention Networks For Classification ⭐ 477
Hierarchical Attention Networks for Document Classification in PyTorch
most recent commit 4 years ago
Hierarchical Attention Networks ⭐ 396
Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will probably not be addressed.
most recent commit 6 years 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
Hdltex ⭐ 252
HDLTex: Hierarchical Deep Learning for Text Classification
total releases 5most recent commit 5 months ago
Textclf ⭐ 217
TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextR
most recent commit 10 months ago
Banglabert ⭐ 198
This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics: NAACL-2022.
most recent commit a year ago
Hierarchical Attention Networks Pytorch ⭐ 171
Hierarchical Attention Networks for document classification
most recent commit 4 years ago
Dataturks ⭐ 165
ML data annotations made super easy for teams. Just upload data, add your team and build training/evaluation dataset in hours.
most recent commit 3 years ago
A Pytorch Tutorial To Text Classification ⭐ 154
Hierarchical Attention Networks | a PyTorch Tutorial to Text Classification
most recent commit 4 years ago
Hierarchical Attention Network ⭐ 117
Implementation of Hierarchical Attention Networks in PyTorch
most recent commit 6 years ago
Tensorflow Font2char2word2sent2doc ⭐ 98
TensorFlow implementation of Hierarchical Attention Networks for Document Classification and some extension
total releases 11most recent commit 7 years ago
Edpaper ⭐ 55
Helps you organizing your paperwork
most recent commit 4 years ago
Text Classification Keras ⭐ 50
📚 Text Classification Library with Keras
total releases 6most recent commit 4 years ago
Character Level Cnn Pytorch ⭐ 47
Character-level CNN for text classification
most recent commit 2 years ago
Hierarchical Attention Networks ⭐ 47
TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"
most recent commit 5 years ago
Groupdocs.classification For .net ⭐ 38
GroupDocs.Classification-for-.NET samples and showcase (text and documents classification and sentiment analysis)
most recent commit 3 years ago
Document Image Classification Tl Sg ⭐ 32
Document Image Classification with Intra-Domain Transfer Learning and Stacked Generalization of Deep Convolutional Neural Networks
most recent commit 4 years ago
Text Classification ⭐ 31
PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类
most recent commit 3 years ago
Very Deep Cnn Pytorch ⭐ 30
Very deep CNN for text classification
most recent commit 2 years ago
Dazer ⭐ 30
The Tensorflow implementation of accepted ACL 2018 paper "A deep relevance model for zero-shot document filtering", Chenliang Li, Wei Zhou, Feng Ji, Yu Duan, Haiqing Chen, http://aclweb.org/anthology/P18-1214
most recent commit 5 years ago
The 7 Latest Releases In Document Classification Open Source Projects
Nlapi Java ⭐ 8
Java Client for the expert.ai Natural Language API
total releases 10latest release December 14, 2022most recent commit a year ago
Bagofconcepts ⭐ 19
Python implementation of bag-of-concepts
total releases 2latest release June 05, 2022most recent commit 2 years ago
Gowpy ⭐ 6
A very simple library for exploiting graph-of-words in NLP
total releases 2latest release June 14, 2020most recent commit 3 years ago
Text Classification Keras ⭐ 50
📚 Text Classification Library with Keras
total releases 6latest release April 28, 2019most recent commit 4 years ago
Hdltex ⭐ 252
HDLTex: Hierarchical Deep Learning for Text Classification
total releases 5latest release April 20, 2018most recent commit 5 months ago
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