Software Highlights

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1-12 of 33
Logo for ESMValTool

ESMValTool

The Earth System Model eValuation Tool is a community diagnostics and performance metrics tool for the evaluation of Earth System Models that allows for routine comparison of models and observations.

  • Big data
  • Optimized data handling
  • Visualization
  • + 1
  • NCL
  • Python
  • R
  • + 7
96
400
Logo for PROTEUS

PROTEUS

PROTEUS is a Python framework that simulates the coupled evolution of the atmospheres and interiors of rocky planets.

  • Exoplanets
  • model coupling
  • Python
  • Jupyter Notebook
  • Julia
  • + 1
13
62

MPI.jl

MPI wrappers for Julia

  • HPC
  • Julia Package
  • MPI
  • Julia
  • Shell
4
53

Measurements.jl

Error propagation calculator and library for physical measurements. It supports real and complex numbers with uncertainty, arbitrary precision calculations, operations with arrays, and numerical integration.

  • error propagation
  • Julia Package
  • Physics
  • + 1
  • Julia
1
17

COVID-19 Integrated Surveillance Data in Italy

COVID-19 integrated surveillance data provided by the Italian National Institute of Health and processed via UnrollingAverages.jl to deconvolve the weekly simple moving averages.

  • Clinical Data
  • Computational Epidemiology
  • COVID-19
  • + 16
  • Julia
  • TeX
  • Python
2
13
Logo for COVID-19 Piedmont

COVID-19 Piedmont

COVID-19 Surveillance Data Modelling and Management Pipeline in Piedmont.

  • Computational Epidemiology
  • COVID-19
  • COVID-19 Data
  • + 14
  • Julia
2
8
Logo for MultilayerGraphs.jl

MultilayerGraphs.jl

A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.

  • Graphs
  • Graph Theory
  • Hierarchical Graphs
  • + 10
  • Julia
2
7
Logo for IncompressibleNavierStokes

IncompressibleNavierStokes

This package implements energy-conserving solvers for the incompressible Navier-Stokes equations on a staggered Cartesian grid. It is based on the Matlab package INS2D/INS3D. The simulations can be run on the single/multithreaded CPUs or Nvidia GPUs.

  • HPC
  • Scientific machine learning
  • Julia
5
5
Logo for endogenous-macrodynamics-in-algorithmic-recourse

endogenous-macrodynamics-in-algorithmic-recourse

Software and data underlying the publication: Endogenous Macrodynamics in Algorithmic Recourse

  • Algorithmic Recourse
  • Counterfactual Explanations
  • Dynamic Systems
  • + 1
  • Other
  • HTML
  • JSON
  • + 8
3
3
Logo for Software and data underlying the publication: Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals

Software and data underlying the publication: Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals

Software and data underlying the publication: Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals

  • Classification and Regression
  • Deep Generative Models & Autoencoders
  • Humanities & Computational Social Science
  • + 1
  • TeX
  • Other
  • Julia
  • + 6
3
2
Logo for CounterfactualExplanations.jl

CounterfactualExplanations.jl

Software and data underlying the publication: Explaining Black-Box Models through Counterfactuals

  • Algorithmic Recourse
  • Counterfactual Explanations
  • explainable artificial intelligence
  • + 1
  • Other
  • Julia
  • TeX
  • + 7
3
1
Logo for bachelor-thesis

bachelor-thesis

Code underlying the BSc thesis: Creating Robust Train Unit Shunting Plans using Probabilistic Programming

  • inference
  • Probabilistic modelling
  • railroad
  • + 12
  • JSON
  • Other
  • Julia
  • + 2
1
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