Keep track of trainings, datasets eetc

After searching quite some time for it on Google I could not find a sufficient software/toolbox that can manage trainings of neural networks. I thought of a program that combines visualization techniques without the need to write code as well as having the possibility to compare several trainings of neural networks and be able to store them easily. Does a program like this exist?

Regards Lukas

Topic model-selection software-development management visualization tools

Category Data Science

1
answered at

After further searching online I found these useful packages:

  • sumatra
  • sacred
  • FGLab
  • CDE
1
answered at

It does, it's an API called Keras, written on top of TensorFlow. With that you can rapidly prototype any "standard" NN architecture, such as feedforward NN, RNN, or CNN. With it you can export the trained model with one line of code and save it for later use. As for visualization, Keras offers integration with pydot (GraphViz) to plot the whole NN as a graph for you to inspect.

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