Keras example codes
I recommend using anaconda3
- python libraries
- Keras
- tensorflow or theano
- pydot_ng
- matplotllib
- daft (only
tutorial
) - gensim (only save and load word embeddings)
- software
- graphviz
- Image
CNN_MNIST
variational auto encoder for CIFAR10
Gumbel-softmax with variational auto encoder for MNIST
residual CIFAR10
- Text
encoder-decoder
Skip-Gram
: not hieraltical softmax and negative samplingSCRNLM
: Structurally Constrained Recurrent Nets Language Model
- Tutorial
keras_tutorial
: for Machine Learning seminar at Tsukuba (note: 7MB notebook and ja only)
autoencoder
MLP_MNIST
CNN_CIFAR10
CBoW
: not hieraltical softmax and negative samplingRNN_binary_classification
NNLM
fastText
: not hieraltical softmax and bi-gram featuresSkip-Gram&NG
: using negative samplingsklearn_MLP_MNIST
: sklearn API example for parameter search on MNIST classification