jiegzhan / multi-class-text-classification-cnn-rnn
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
☆599Updated 7 years ago
Alternatives and similar repositories for multi-class-text-classification-cnn-rnn
Users that are interested in multi-class-text-classification-cnn-rnn are comparing it to the libraries listed below
Sorting:
- Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings …☆425Updated 7 years ago
- Tensorflow implementation of attention mechanism for text classification tasks.☆748Updated 5 years ago
- Named Entity Recognition using multilayered bidirectional LSTM☆539Updated 6 years ago
- Convolutional Neural Networks for Sentence Classification in Keras☆594Updated 6 years ago
- Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will proba…☆465Updated last year
- Implementation of papers for text classification task on DBpedia☆738Updated 4 years ago
- tensorflow rewrite of Yoon Kim's lstm-char-cnn☆215Updated 7 years ago
- Text classifier for Hierarchical Attention Networks for Document Classification☆1,077Updated 3 years ago
- Text classification using LSTM☆170Updated 7 years ago
- Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow☆251Updated 5 years ago
- A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling☆487Updated 6 years ago
- CNN for Chinese Text Classification in Tensorflow☆237Updated 7 years ago
- in progress☆769Updated 6 years ago
- My (slightly modified) Keras implementation of the Recurrent Convolutional Neural Network (RCNN) described here: http://www.aaai.org/ocs/…☆182Updated 6 years ago
- Four styles of encoder decoder model by Python, Theano, Keras and Seq2Seq☆278Updated 7 years ago
- Text Classification Library in Keras☆420Updated 6 years ago
- Text Classification by Convolutional Neural Network in Keras☆218Updated 7 years ago
- CNNs for sentence classification☆2,050Updated 7 years ago
- Simple embedding based text classifier inspired by fastText, implemented in tensorflow☆302Updated 6 years ago
- Convolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow☆189Updated 7 years ago
- ☆306Updated 8 years ago
- Tensorflow implementations of Text Classification Models.☆505Updated 2 years ago
- 🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models☆309Updated 7 years ago
- Tutorials for TensorFlow APIs the official documentation doesn't cover☆289Updated 7 years ago
- Sequence to sequence learning using TensorFlow.☆389Updated 7 years ago
- [unmaintained]☆421Updated 5 years ago
- Tools for mapping a sentence with arbitrary length to vector space☆663Updated 10 years ago
- Train Word2vec Model based on Wikipedia☆283Updated 4 years ago
- Some language modeling tools for Keras☆657Updated 7 years ago
- ☆389Updated 7 years ago