Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Extend neural network classes TATi can create #41

Open
3 tasks
FrederikHeber opened this issue Jul 3, 2018 · 0 comments
Open
3 tasks

Extend neural network classes TATi can create #41

FrederikHeber opened this issue Jul 3, 2018 · 0 comments

Comments

@FrederikHeber
Copy link
Collaborator

FrederikHeber commented Jul 3, 2018

TATi is so far limited to (fully) feed-forward networks. However, for image classification Convoluted NNs are better, for signal processing Long-Short-Term Memory (LSTM) NNs.

Tensorflow 1.9 offers tf.keras as the main module for easy prototyping, see http://tensorflow.org/versions/r1.9/programmers_guide/keras.

  • can we use the keras module to replace (parts of) our 'neuralnetwork.py' with tests still passing?
  • If yes: allow the user to specify python scripts using tf.keras to setup network
  • If yes: prepare scripts for several archetypical networks (FFNNs, CNNs, LSTMNNs) that the user can refer to by string name (and some options).
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Projects
None yet
Development

No branches or pull requests

1 participant