MartinuzziFrancesco

SpectralIndices.jl

Awesome Spectral Indices in Julia

Advanced_programming_Exam

Code for the Advanced Programming exam

awesome-scientific-machine-learning

A curated list of awesome Scientific Machine Learning (SciML) papers, resources and software

CellularAutomata.jl

Cellular automata creation and analysis tools

esdl-shared

Shared ESDL community code

NeuralBasisExpansions.jl

Julia (Flux) implementation of NBeats

reservoir-computing-examples

Scripts for the examples in the ReservoirComputing.jl documentation

ReservoirComputing.jl

Reservoir computing utilities

rnn-ndvi

Code for the paper: Learning Extreme Vegetation Response to Climate Forcing: A Comparison of Recurrent Neural Network Architectures

ReservoirComputing.jl

Reservoir computing utilities for scientific machine learning (SciML)

MartinuzziFrancesco/awesome-scientific-machine-learning

A curated list of awesome Scientific Machine Learning (SciML) papers, resources and software

MartinuzziFrancesco/CellularAutomata.jl

Cellular automata creation and analysis tools

MartinuzziFrancesco/NeuralBasisExpansions.jl

Julia (Flux) implementation of NBeats

MartinuzziFrancesco/reservoir-computing-examples

Scripts for the examples in the ReservoirComputing.jl documentation

MartinuzziFrancesco/rnn-ndvi

Code for the paper: Learning Extreme Vegetation Response to Climate Forcing: A Comparison of Recurrent Neural Network Architectures

MartinuzziFrancesco/spectralindices-handson

Material for the SpectralIndices.jl tutorial

MartinuzziFrancesco/awesome-ASI

A curated list of Awesome Spectral Indices (ASI) resources

MartinuzziFrancesco/awesome-spectral-indices

A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

MartinuzziFrancesco/CommonSolve.jl

A common solve function for scientific machine learning (SciML) and beyond

MartinuzziFrancesco/ComplexityMeasures.jl

Estimators for probabilities, entropies, and other complexity measures derived from observations in the context of nonlinear dynamics and complex systems

MartinuzziFrancesco/DiffEqNoiseProcess.jl

A library of noise processes for stochastic systems like stochastic differential equations (SDEs) and other systems that are present in scientific machine learning (SciML)

MartinuzziFrancesco/DynamicalSystemsBase.jl

Definition of dynamical systems and integrators for DynamicalSystems.jl

MartinuzziFrancesco/dysts

More than a hundred strange attractors

MartinuzziFrancesco/ESDL.jl

Julia interface for Reading from the Earth System Datacube

MartinuzziFrancesco/LinearSolve.jl

LinearSolve.jl: High-Performance Unified Linear Solvers

MartinuzziFrancesco/Lux.jl

Explicitly Parameterized Neural Networks in Julia

MartinuzziFrancesco/LuxCore.jl

LuxCore.jl defines the abstract layers for Lux. Allows users to be compatible with the entirely of Lux.jl without having such a heavy dependency.

MartinuzziFrancesco/MartinuzziFrancesco

readme

MartinuzziFrancesco/MartinuzziFrancesco.github.io

Personal website at https://martinuzzifrancesco.github.io/

MartinuzziFrancesco/MLJLinearModels.jl

Generalized Linear Regressions Models (penalized regressions, robust regressions, ...)

MartinuzziFrancesco/ModelingToolkit.jl

A modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

MartinuzziFrancesco/OrdinaryDiffEq.jl

High performance differential equation solvers for ordinary differential equations, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)

MartinuzziFrancesco/PredefinedDynamicalSystems.jl

Collection of predefined dynamical systems for DynamicalSystems.jl

MartinuzziFrancesco/RecursiveArrayTools.jl

Tools for easily handling objects like arrays of arrays and deeper nestings in scientific machine learning (SciML) and other applications

MartinuzziFrancesco/sciml.ai

The SciML Scientific Machine Learning Software Organization Website

MartinuzziFrancesco/SciMLOperators.jl

MartinuzziFrancesco/simulai

A toolkit with data-driven pipelines for physics-informed machine learning.

MartinuzziFrancesco/spyndex

Awesome Spectral Indices in Python.

MartinuzziFrancesco/Static.jl

Static types useful for dispatch and generated functions.

MartinuzziFrancesco/StochasticDiffEq.jl

Solvers for stochastic differential equations which connect with the scientific machine learning (SciML) ecosystem