The “NeuralNetworkCoordinates” Python package is a specialized tool designed for researchers and practitioners in the field of neural networks. This package focuses on providing precise coordinates that capture the functional transformations within a neural network. Unlike conventional plotting packages, “NeuralNetworkCoordinates” does not generate plots directly. Instead, it offers a streamlined approach to obtaining the underlying coordinates, enabling users to create custom visualizations tailored to their specific needs.
This package is particularly useful for visualizing and understanding the intricate inner workings of neural network models. By offering a straightforward interface to access coordinates, researchers can gain insights into the spatial representation of features and activations within the network. “NeuralNetworkCoordinates” enhances the interpretability of neural network behavior, contributing to the broader goals of Explainable AI and facilitating more informed analyses of model performance and decision-making processes.
To install NeuralNetworkCoordinates, use pip:
pip install NeuralNetworkCoordinates
Check out the documentation for detailed information on how to use this package effectively.
For complete documentation, please refer to the official documentation.
This package is provided under The Cat Standard License v1.0. See the LICENSE.txt file for details.
If you encounter any issues or have suggestions, please open an issue.
Caxton Emerald S, Vengattaraman T
By using this package, you agree to its terms and conditions.
© 2023 Caxton Emerald S