FMagnani

Federico Magnani's repositories

Physics_Informed_NeuralNetwork

Implementation in TF 2.0 of Maziar Raissi's Physics Informed Neural Networks (PINNs) repository.

Language:Jupyter Notebook6 20

Generalized-Lotka-Volterra_N-species-model

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.

Language:Python5 10

slimeSimulation

Agent based slime simulation - Actually this framework can be useful for any kind of agent-based simulation, as boids and similar. Made with OpenFrameworks.

Language:C++4 10

MeanFieldKuramotoModel

Simple stochastic integrator for the mean field Kuramoto model.

Language:Jupyter Notebook2 20

DR_KGE

Drug Repurposing framed as link prediction problem, solved with Knowledge Graph Embedding (KGE). University project.

Language:Python1 30

ManifoldLearning_scripts

Scripts used to embed swissroll, MNIST and COIL20 datasets with Laplacian Eigenmap and UMAP, for a university course.

Language:Jupyter Notebook1 10

Orlando_Furioso_Network

Simple analysis of the Orlando Furioso poem based on a bipartite network. Characters are related to chapters if their names are citated.

Language:Python1 10

deepxde

A library for scientific machine learning

Language:PythonLGPL-2.1000

dgl-ke

I had to modify the original version since I was facing issues in downloading and using it.

Language:PythonApache-2.0000

FemurSegmentation

Sperimental fork

Language:PythonNOASSERTION000

DR_RGCN

Drug Repurposing framed as link prediction problem, solved (tried to solve... It didn't work) with Relational Graph Convolutional Network (RGCN). For a university project.

Language:Python000