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The Top 23 Python Lstm Text Classification Open Source Projects

Open source projects categorized as Python Lstm Text Classification
Categories > Machine Learning > Text Classification
Text Classification ⭐ 622
Implementation of papers for text classification task on DBpedia
most recent commit 5 years ago
Multi Class Text Classification Cnn Rnn ⭐ 554
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
most recent commit 6 years ago
Text Classification Pytorch ⭐ 538
Text classification using deep learning models in Pytorch
most recent commit 5 years ago
Aaai18 Code ⭐ 178
The code of AAAI18 paper "Learning Structured Representation for Text Classification via Reinforcement Learning".
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
Rnn_text_classify ⭐ 160
Text classification using LSTM
most recent commit 7 years ago
Pytorch Rnn Text Classification ⭐ 145
Word Embedding + LSTM + FC
most recent commit 8 months ago
Textclassification ⭐ 124
Text classification using different neural networks (CNN, LSTM, Bi-LSTM, C-LSTM).
most recent commit 6 years ago
Rnn Text Classification Tf ⭐ 112
Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification
most recent commit 6 years ago
Transformers_for_text_classification ⭐ 84
基于Transformers的文本分类
most recent commit 4 years ago
Icdar 2019 Sroie ⭐ 83
ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction
most recent commit 4 years ago
Transfer Learning Text Tf ⭐ 74
Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)
most recent commit 6 years ago
Text Classification Keras ⭐ 50
📚 Text Classification Library with Keras
total releases 6most 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
Keras_bert_classification ⭐ 47
Bert-classification and bert-dssm implementation with keras.
most recent commit 4 years ago
Opentextclassification ⭐ 41
OpenTextClassification is all you need for text classification! Open text classification for everyone, enjoy your NLP journey! 这可能是目前为止最全面的开源文本分类项目，支持中英双语、多种模型、多种任务。
most recent commit a year 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
Automatic Personality Prediction ⭐ 33
[AAAI 2020] Modeling Personality with Attentive Networks and Contextual Embeddings
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
Text Classification Lstms Pytorch ⭐ 31
The aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In order to provide a better understanding of the model, it will be used a Tweets dataset provided by Kaggle.
most recent commit 2 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
Sentiment_analysis_imdb ⭐ 28
Using Bert/Roberta + LSTM/GRU/BiLSTM/TextCNN to do the sentiment analysis on the imdb datasets.
most recent commit 10 months ago
Medical Diagnosis Cnn Rnn Rcnn ⭐ 25
分别使用rnn/cnn/rcnn来实现根据患者描述，进行疾病诊断
most recent commit 6 years ago
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