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Repositories (5)
Generalized-Lotka-Volterra_N-species-model
FMagnani/Generalized-Lotka-Volterra_N-species-model
Python
Software to set up and solve a Lotka Volterra system for n species. The Prey-Predator case, the 2 Preys-1 Predator and many other simpler models can be easily recovered from this general framework. Allows the use from Python console.
7
1
Physics_Informed_NeuralNetwork
FMagnani/Physics_Informed_NeuralNetwork
Jupyter Notebook
Implementation in TF 2.0 of Maziar Raissi's Physics Informed Neural Networks (PINNs) repository.
6
2
MeanFieldKuramotoModel
FMagnani/MeanFieldKuramotoModel
Jupyter Notebook
Simple stochastic integrator for the mean field Kuramoto model.
2
1
DR_KGE
FMagnani/DR_KGE
Python
Drug Repurposing framed as link prediction problem, solved with Knowledge Graph Embedding (KGE). University project.
1
0
ManifoldLearning_scripts
FMagnani/ManifoldLearning_scripts
Jupyter Notebook
Scripts used to embed swissroll, MNIST and COIL20 datasets with Laplacian Eigenmap and UMAP, for a university course.
1
2