Skip to content
This repository was archived by the owner on Oct 14, 2025. It is now read-only.
This repository was archived by the owner on Oct 14, 2025. It is now read-only.

Extend neural network classes TATi can create #41

@FrederikHeber

Description

@FrederikHeber

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).

Metadata

Metadata

Assignees

No one assigned

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions