keras example codes
I recommend using anaconda3
- python libraries
- keras (>1.0)
- theano
- pydot_ng
- matplotllib
- daft (only
tutorial
) - gensim (only save and load word embeddings)
- software
- graphviz
- Image
MLP_MNIST
CNN_MNIST
CNN_CIFAR10
autoencoder
variational auto encoder for CIFAR10
Gumbel-softmax with variational auto encoder for MNIST
residual CIFAR10
- Text
RNN_binary_classification
encoder-decoder
NNLM
CBoW
: not hieraltical softmax and negative samplingSkip-Gram
: not hieraltical softmax and negative samplingSkip-Gram&NG
: using negative samplingfast text
: not hieraltical softmax and bi-gram featuresSCRNLM
: Structurally Constrained Recurrent Nets Language Model
- Tutorial
keras_tutorial
: for Machine Learning seminar at Tsukuba (note: 7MB notebook and ja only)