zimmerrol / keras-utility-layer-collectionLinks
Collection of custom layers and utility functions for Keras which are missing in the main framework.
☆62Updated 5 years ago
Alternatives and similar repositories for keras-utility-layer-collection
Users that are interested in keras-utility-layer-collection are comparing it to the libraries listed below
Sorting:
- Keras implementation of “Gated Linear Unit ”☆23Updated last year
- Implementation of the Transformer architecture described by Vaswani et al. in "Attention Is All You Need"☆28Updated 6 years ago
- Neural Tensor Network Implementation as a keras layer☆59Updated 8 years ago
- Layer normalization implemented in Keras☆60Updated 3 years ago
- Implementation of Hierarchical Attention Networks as presented in https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf☆57Updated 7 years ago
- An Attention Layer in Keras☆43Updated 6 years ago
- A wrapper layer for stacking layers horizontally☆228Updated 3 years ago
- Train and visualize Hierarchical Attention Networks☆202Updated 7 years ago
- Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)☆81Updated 2 years ago
- Implementation of Simple Recurrent Unit in Keras☆90Updated 7 years ago
- Keras implementation of Nested LSTMs☆88Updated 6 years ago
- Transformer-XL with checkpoint loader☆68Updated 3 years ago
- Position embedding layers in Keras☆58Updated 3 years ago
- Text autoencoder with LSTMs☆260Updated 6 years ago
- My implementation of "Hierarchical Attention Networks for Document Classification" in Keras☆26Updated 7 years ago
- Implementation of CRF layer in Keras.☆74Updated 7 years ago
- An implementation of Hierchical Attention Networks for Document Classification in Keras.☆46Updated 4 years ago
- Self-Attention: A Better Building Block for Sentiment Analysis Neural Network Classifiers - paper's code for the 9th Workshop on Computat…☆53Updated 6 years ago
- Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"☆145Updated 2 years ago
- Deep Embedding Clustering in Keras☆131Updated 8 years ago
- ☆38Updated 8 years ago
- The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classifi…☆193Updated 7 years ago
- Re-implementation of ELMo on Keras☆133Updated 2 years ago
- Mutli-label text classification using ConvNet and graph embedding (Tensorflow implementation)☆44Updated 2 years ago
- Implementation of IndRNN in Keras☆67Updated 5 years ago
- Implementation of Very Deep Convolutional Neural Network for Text Classification☆171Updated 3 years ago
- Simple Tensorflow Implementation of "A Structured Self-attentive Sentence Embedding" (ICLR 2017)☆91Updated 7 years ago
- A bidirectional LSTM with attention for multiclass/multilabel text classification.☆172Updated 10 months ago
- LSTM and Hierarchical Attention Network on DSVM☆41Updated 7 years ago
- Implementation of ULMFit algorithm for text classification via transfer learning☆94Updated 6 years ago