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The Top 23 Python Keras Text Classification Open Source Projects

Open source projects categorized as Python Keras Text Classification
Categories > Machine Learning > Text Classification
Pythoncode Tutorials ⭐ 1,923
The Python Code Tutorials
most recent commit 3 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 4 months ago
Textclassification Keras ⭐ 649
Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.
most recent commit 3 years 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
Delft ⭐ 379
a Deep Learning Framework for Text
total releases 21most recent commit 3 months ago
Fancy Nlp ⭐ 246
NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.
total releases 6most recent commit 3 years ago
Cnn Text Classification Keras ⭐ 204
Text Classification by Convolutional Neural Network in Keras
most recent commit 6 years ago
Deep Survey Text Classification ⭐ 177
The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.
most recent commit 6 years ago
Document Classifier Lstm ⭐ 167
A bidirectional LSTM with attention for multiclass/multilabel text classification.
most recent commit 5 months ago
Charcnn_keras ⭐ 142
The implementation of text classification using character level convoultion neural networks using Keras
most recent commit a year ago
Weshclass ⭐ 67
[AAAI 2019] Weakly-Supervised Hierarchical Text Classification
most recent commit 2 years ago
Nlp Pretrained Model ⭐ 63
A collection of Natural language processing pre-trained models.
most recent commit 4 years ago
Transformers Keras ⭐ 61
Transformer-based models implemented in tensorflow 2.x(using keras).
dependent packages 1total releases 27most recent commit 2 years agopypi transformers-keras} Downloads
Character Level Cnn ⭐ 55
Keras implementation of Character-level CNN for Text Classification
most recent commit 6 years ago
Sarcasm Detection ⭐ 52
Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.
most recent commit 6 years ago
Text Classification Keras ⭐ 50
📚 Text Classification Library with Keras
total releases 6most recent commit 4 years ago
Deep Learning ⭐ 48
Deep Learning Bootcamp
most recent commit 5 years ago
Westclass ⭐ 47
[CIKM 2018] Weakly-Supervised Neural Text Classification
most recent commit 5 years ago
Keras_bert_classification ⭐ 47
Bert-classification and bert-dssm implementation with keras.
most recent commit 4 years ago
Blurbgenrecollection Hmc ⭐ 47
Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.
most recent commit 4 years ago
Macadam ⭐ 37
Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCN 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Latti
total releases 2most recent commit 4 years ago
Text_and_audio_classification_with_bert ⭐ 37
Text Classification in Turkish Texts with Bert
most recent commit 3 years ago
The 2 Most Depended On Python Keras Text Classification Open Source Projects
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
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 Keras Text Classification Open Source Projects
Delft ⭐ 379
a Deep Learning Framework for Text
total releases 21latest release November 29, 2023most recent commit 3 months ago
Langml ⭐ 6
A Keras-based and TensorFlow-backend NLP Models Toolkit.
total releases 10latest release June 29, 2022most recent commit 2 years ago
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
Rmdl ⭐ 409
RMDL: Random Multimodel Deep Learning for Classification
total releases 7latest release July 01, 2020most recent commit a year ago
Nlp_toolkit ⭐ 32
Basic NLP Toolkits include text classification, sequence labeling etc.
total releases 23latest release June 03, 2019most recent commit 5 years ago
Text Classification Keras ⭐ 50
📚 Text Classification Library with Keras
total releases 6latest release April 28, 2019most recent commit 4 years ago
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
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