yadll 0.0.1

Yadll

Yet another deep learning lab.

This is an ultra light deep learning framework written in Python and based on Theano. It allows you to very quickly start building Deep Learning models and play with toy examples.

If you are looking for a light deep learning API I would recommend using Lasagne or keras instead of yadll, both are mature, well documented and contributed projects.

Read the documentation at Read the doc

Its main features are:

• Layers:

  • Input Layer

  • Dropout Layer

  • Pool Layer

  • Conv Layer:

    • ConvPool Layer

  • Dense Layer:

    • Logistic Regression

    • Dropconnect

    • Unsupervised Layer:

      • Autoencoder (denoising autoencoder)

      • Restricted Boltzmann Machine

  • RNN

  • LSTM

  • GRU

• Optimisation:

  • Sgd

  • Momentum

  • Nesterov momentum

  • Adagrad

  • Adadelta

  • Rmsprop

  • Adam

  • Adamax

• Hyperparameters grid search

git clone git@github.com:pchavanne/yadll.git
cd yadll
pip install -e .

python mnist_dl.py --network_list

python mnist_dl.py lenet5

python hp_grid_search.py