FMagnani
Currently seeking the Rokakaka fruit 🥝 in collaboration with the University of Bologna - Medical department.
Pinned Repositories
bacterialCorrelationNetworks
Part of the VEO European project (versatile emerging infectious disease observatory) https://www.veo-europe.eu/
deepxde
A library for scientific machine learning
DR_KGE
Drug Repurposing framed as link prediction problem, solved with Knowledge Graph Embedding (KGE). University project.
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.
ManifoldLearning_scripts
Scripts used to embed swissroll, MNIST and COIL20 datasets with Laplacian Eigenmap and UMAP, for a university course.
MeanFieldKuramotoModel
Simple stochastic integrator for the mean field Kuramoto model.
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.
Physics_Informed_NeuralNetwork
Implementation in TF 2.0 of Maziar Raissi's Physics Informed Neural Networks (PINNs) repository.
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.
deepxde
A library for scientific machine learning and physics-informed learning
FMagnani's Repositories
FMagnani/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.
FMagnani/Physics_Informed_NeuralNetwork
Implementation in TF 2.0 of Maziar Raissi's Physics Informed Neural Networks (PINNs) repository.
FMagnani/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.
FMagnani/MeanFieldKuramotoModel
Simple stochastic integrator for the mean field Kuramoto model.
FMagnani/DR_KGE
Drug Repurposing framed as link prediction problem, solved with Knowledge Graph Embedding (KGE). University project.
FMagnani/ManifoldLearning_scripts
Scripts used to embed swissroll, MNIST and COIL20 datasets with Laplacian Eigenmap and UMAP, for a university course.
FMagnani/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.
FMagnani/bacterialCorrelationNetworks
Part of the VEO European project (versatile emerging infectious disease observatory) https://www.veo-europe.eu/
FMagnani/deepxde
A library for scientific machine learning
FMagnani/dgl-ke
I had to modify the original version since I was facing issues in downloading and using it.
FMagnani/FemurSegmentation
Sperimental fork
FMagnani/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.
FMagnani/GEPOH
Gene Expression Profile for Oncological Haematological diseases
FMagnani/Introduction_to_PhysicsInformedMachineLearning
Didactic material about Physics-Informed Machine Learning
FMagnani/KGE
Some papers on Knowledge Graph Embedding(KGE)
FMagnani/myStudy_gillespieAlgorithm
My stuff while I study the gillespie algorithm -put here because my pc could die at any moment. These scripts are not a good reference to follow.
FMagnani/openFrameworks
openFrameworks is a community-developed cross platform toolkit for creative coding in C++.
FMagnani/programmingCourseDIFA
slides for the programming course of the physics department of the university of Bologna
FMagnani/SimpleArtGenerator
Simple Art Generator code made for fun, inspired by the Kuramoto Model.
FMagnani/Stroboscopic_Map_Example
Code related to a wider project in which the stroboscopic map is exploited in the analysis of a time-periodic dependent dynamical system.