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The Top 23 Python Pytorch Text Classification Open Source Projects

Open source projects categorized as Python Pytorch Text Classification
Categories > Machine Learning > Text Classification
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 10 months agopypi catalyst} Downloads
Easynlp ⭐ 1,871
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
total releases 1most recent commit 4 months ago
Chinese Text Classification Pytorch ⭐ 1,609
中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_At
most recent commit 4 years ago
Bert4torch ⭐ 1,035
An elegent pytorch implement of transformers
dependent packages 1total releases 35most recent commit 3 months agopypi bert4torch} Downloads
Bert_seq2seq ⭐ 890
pytorch实现 Bert 做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注
total releases 42most recent commit 2 years ago
Bert Multi Label Text Classification ⭐ 761
This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
most recent commit a year ago
Lightnlp ⭐ 725
基于Pytorch和torchtext的自然语言处理深度学习框架。
total releases 17most recent commit 3 years ago
Text Classification Pytorch ⭐ 538
Text classification using deep learning models in Pytorch
most recent commit 5 years ago
Nlp_pytorch_project ⭐ 517
Embedding, NMT, Text_Classification, Text_Generation, NER etc.
most recent commit 10 months ago
Small Text ⭐ 509
Active Learning for Text Classification in Python
total releases 19most recent commit 4 months ago
Bertwithpretrained ⭐ 428
An implementation of the BERT model and its related downstream tasks based on the PyTorch framework
most recent commit 7 months ago
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
Graph Transformer ⭐ 408
Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
most recent commit 2 years ago
Nlp Notebook ⭐ 390
NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生
most recent commit a year ago
Bert Textclassification ⭐ 327
Implemention some Baseline Model upon Bert for Text Classification
most recent commit 5 years ago
Text Classification Models Pytorch ⭐ 309
Implementation of State-of-the-art Text Classification Models in Pytorch
most recent commit 5 years ago
Label Sleuth ⭐ 230
Open source no-code system for text annotation and building of text classifiers
total releases 66most recent commit 4 months ago
Pytorch Nlu ⭐ 226
Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech tagging and word segmentation.
total releases 2most recent commit 9 months ago
Kevinpro Nlp Demo ⭐ 209
All NLP you Need Here. 目前包含15个NLP demo的pytorch实现（大量代码借鉴于其他开源项目，原先是自己玩的，后来干脆也开源出来）
most recent commit 3 months ago
Difformer ⭐ 204
The official implementation for ICLR23 spotlight paper "DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion"
most recent commit 10 months ago
Bert Pytorch Chinese Textclassification ⭐ 181
Pytorch Bert Finetune in Chinese Text Classification
most recent commit 2 years ago
Hierarchical Attention Networks Pytorch ⭐ 171
Hierarchical Attention Networks for document classification
most recent commit 4 years ago
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
The 3 Most Depended On Python Pytorch Text Classification Open Source Projects
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 10 months agopypi catalyst} 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
The 10 Latest Releases In Python Pytorch Text Classification Open Source Projects
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
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
Small Text ⭐ 509
Active Learning for Text Classification in Python
total releases 19latest release August 19, 2023most recent commit 4 months ago
Ask2transformers ⭐ 107
A Framework for Textual Entailment based Zero Shot text classification
total releases 6latest release May 03, 2022most recent commit a year ago
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