Utility functions for Keras.
- Exp_decay learning rate: Exponential decay of learning rate w.r.t loss, after n epochs.
- Decay learning rate: Anneal learning at end of nth epoch by custom value.
- Learning rate printer.
- Training metrics logger.
- Get activations of nth layer.
- Preprocessing
- Read data
- everything2vec: A library to integrate word2vec and data processing functions.
- feature-SVM: Apply SVM to nth layer activations.
- skopt: Apply GridSearch, RandomSearch using sklearn. (Not working for RNN)
- hypopt: Apply GridSearch, RandomSearch using hyperas library.
Note: Repo under development. Mail me for any info or contribute :)