ritog / logistic_map_nn

Code for the paper "Non-Linear Dynamics Through Linear Algebraic Lenses: Attempting to Learn the Trajectories of the Logistic Map with Artificial Neural Networks"

Learning Logistic Map with Deep Neural Networks

Code for "Non-Linear Dynamics Through Linear Algebraic Lenses: Attempting to Learn the Trajectories of the Logistic Map with Artificial Neural Networks"

by Ritobrata Ghosh (April, 2023)

(Code for the Master's Thesis of Ritobrata Ghosh)

DOI: doi: 10.5281/zenodo.7840239

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To Run

To run the notebooks, I recommend using miniconda.

conda env create -f environment.yml

conda activate <env-name>

Then launch the notebooks using Jupyter. VS Code is a good alternative.

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Built with:

• Python
• PyTorch
• Jupyter Lab Desktop
• Linux