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:
- Implementation of the Transformer architecture described by Vaswani et al. in "Attention Is All You Need"☆28Updated 6 years ago
- An Attention Layer in Keras☆43Updated 6 years ago
- Layer normalization implemented in Keras☆60Updated 3 years ago
- Keras implementation of “Gated Linear Unit ”☆23Updated last year
- Implementation of Hierarchical Attention Networks as presented in https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf☆57Updated 7 years ago
- Position embedding layers in Keras☆58Updated 3 years ago
- Bi-Directional Block Self-Attention☆122Updated 7 years ago
- Keras implementation of Nested LSTMs☆88Updated 6 years ago
- Neural Tensor Network Implementation as a keras layer☆59Updated 8 years ago
- Simple Tensorflow Implementation of "A Structured Self-attentive Sentence Embedding" (ICLR 2017)☆91Updated 6 years ago
- Transformer-XL with checkpoint loader☆68Updated 3 years ago
- Implementation of CRF layer in Keras.☆74Updated 7 years ago
- Experiments using feedforward networks with attention☆46Updated 9 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
- Tensorflow implementation of Very Deep Convolutional Networks for Natural Language Processing☆79Updated 7 years ago
- CapsNet for NLP☆67Updated 6 years ago
- Implementing , learning and re implementing "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" in keras☆71Updated 7 years ago
- ☆38Updated 8 years ago
- LSTM and Hierarchical Attention Network on DSVM☆41Updated 7 years ago
- attention block for keras Functional Model with only tensorflow backend☆26Updated 6 years ago
- Code for my blog post☆49Updated 6 years ago
- Multilingual hierarchical attention networks toolkit☆77Updated 5 years ago
- A wrapper layer for stacking layers horizontally☆228Updated 3 years ago
- Tensorflow Implementation of Variational Attention for Sequence to Sequence Models (COLING 2018)☆70Updated 4 years ago
- Implementation of IndRNN in Keras☆67Updated 4 years ago
- Train and visualize Hierarchical Attention Networks☆203Updated 6 years ago
- An example of doing MovieLens recommendations using triplet loss in Keras☆21Updated 8 years ago
- Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"☆144Updated 2 years ago
- Multi-Task Learning in NLP☆94Updated 7 years ago