nn-tuning-prednet 1.0.2

Analyse the tuning functions of neurons in artificial neural networks

Neural Network Tuning Analysis Toolkit

Analyse neural networks for feature tuning.

Documentation

Installation

$ pip install nn_analysis

Depending on your use you might need to install several other packages.

The AlexNet network requires you to install PyTorch and PyTorch vision using:

$ pip install torch torchvision

PredNet requires a more specific configuration. For PredNet you need to be using python version 3.6 and TensorFlow version < 2.

Features

• Fitting tuning functions to recorded activations of a neural network,
• Automatic storage of large tables on disk in understandable folder structures,
• Easily extendable to other neural networks and stimuli.

The above features are explained in more detail in nn_analyis' documentation.