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The Top 23 Python Transformer Text Classification Open Source Projects

Open source projects categorized as Python Transformer Text Classification
Categories > Machine Learning > Text Classification
Simpletransformers ⭐ 3,883
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
dependent packages 27total releases 282most recent commit 4 months agopypi simpletransformers} Downloads
Easynlp ⭐ 1,871
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
total releases 1most recent commit 4 months ago
Keras Textclassification ⭐ 1,641
中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastTex RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
total releases 9most recent commit 5 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
Bert4torch ⭐ 1,035
An elegent pytorch implement of transformers
dependent packages 1total releases 35most recent commit 3 months agopypi bert4torch} Downloads
Bert_language_understanding ⭐ 886
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
most recent commit 5 years ago
Nlu ⭐ 775
1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.
most recent commit 3 months 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
Bertweet ⭐ 542
BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
most recent commit 4 months 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
Graph Transformer ⭐ 408
Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
most recent commit 2 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
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
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
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
Ask2transformers ⭐ 107
A Framework for Textual Entailment based Zero Shot text classification
total releases 6most recent commit a year ago
Nlp_toolkit ⭐ 101
Library of state-of-the-art models (PyTorch) for NLP tasks
most recent commit 7 months ago
Torchblocks ⭐ 99
A PyTorch-based toolkit for natural language processing
total releases 11most recent commit a year ago
The 5 Most Depended On Python Transformer Text Classification Open Source Projects
Simpletransformers ⭐ 3,883
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
dependent packages 27total releases 282latest release August 07, 2023most recent commit 4 months agopypi simpletransformers} 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
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
Transformers Keras ⭐ 61
Transformer-based models implemented in tensorflow 2.x(using keras).
dependent packages 1total releases 27latest release November 23, 2021most recent commit 2 years agopypi transformers-keras} Downloads
The 10 Latest Releases In Python Transformer 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
Simpletransformers ⭐ 3,883
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
dependent packages 27total releases 282latest release August 07, 2023most recent commit 4 months agopypi simpletransformers} 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
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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