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deepxde

A library for scientific machine learning

dgl-ke

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

dr_kge

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

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.

femursegmentation

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.

gepoh

Gene Expression Profile for Oncological Haematological diseases

introduction_to_physicsinformedmachinelearning

Didactic material about Physics-Informed Machine Learning

kge

Some papers on Knowledge Graph Embedding(KGE)

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.

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.

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.

programmingcoursedifa

slides for the programming course of the physics department of the university of Bologna

simpleartgenerator

Simple Art Generator code made for fun, inspired by the Kuramoto Model.

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.

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.

veo_project

Tools for Metagenomic Networks Analysis