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The Top 20 Python Natural Language Processing Keras Text Classification Open Source Projects

Open source projects categorized as Python Natural Language Processing Keras Text Classification
Categories > Machine Learning > Natural Language Processing
Categories > Machine Learning > Text Classification
Pythoncode Tutorials ⭐ 1,923
The Python Code Tutorials
most 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
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
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
Nlp Pretrained Model ⭐ 63
A collection of Natural language processing pre-trained models.
most recent commit 4 years ago
Text Classification Keras ⭐ 50
📚 Text Classification Library with Keras
total releases 6most recent commit 4 years ago
Text Classification Cn ⭐ 33
中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法
most recent commit 3 years ago
Nlp_toolkit ⭐ 32
Basic NLP Toolkits include text classification, sequence labeling etc.
total releases 23most recent commit 5 years ago
Cnn Question Classification Keras ⭐ 29
Chinese Question Classifier (Keras Implementation) on BQuLD
most recent commit 2 years ago
Sentiment Analysis Amazon Products Reviews ⭐ 20
NLP with NLTK for Sentiment analysis amazon Products Reviews
most recent commit 4 years ago
Relation Classification ⭐ 16
Relation Classification - SEMEVAL 2010 task 8 dataset
most recent commit 5 years ago
Sentiment Analysis Cnn ⭐ 13
Sentiment Analysis using Convolution Neural Networks(CNN) and Google News Word2Vec
most recent commit a year ago
Text_classification ⭐ 11
keras implementation of text classification algorithms
most recent commit 6 years ago
Dl_text_classification ⭐ 10
Collection of Deep Learning Text Classification Models in Keras; Includes a GPU tutorial.
most recent commit 6 years ago
Sentiment Classification Of Amazon Fine Food Reviews ⭐ 6
A deep learning model (Bidirectional LSTM) using pretrained word embeddings to do sentiment analysis on Amazon fine food reviews dataset.
most recent commit 3 years ago
Langml ⭐ 6
A Keras-based and TensorFlow-backend NLP Models Toolkit.
total releases 10most recent commit 2 years ago
Memorable Quotes ⭐ 5
The repository for memorable quotes project.
most recent commit 6 years ago
The 6 Latest Releases In Python Natural Language Processing 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
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
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