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13-24 of 81

Julearn

Julearn aims to provide an easy-to-use but flexible interface to build predictive models with cross-validation (CV) consistent performance estimates. It poses as a solution accessible to domain experts without extensive ML training, enabling them to quickly fit and evaluate ML algorithms.

Machine learning
Neuroimaging
python

Python

LaPy

LaPy is an open-source Python package for differential geometry on triangle and tetrahedra meshes. It includes an FEM solver to estimate the Laplace, Poisson or Heat equations, also the computations of gradients, divergence, mean-curvature flow, conformal mappings, geodesics, ShapeDNA and more.

computational geometry
FEM
Laplace
+ 4

Python

calibr8

calibr8 is a Python toolbox for likelihood-based calibration modeling and Bayesian inference. It supports uni- and multivariate problems, continuous & discrete distributions and includes ready to use models for many non-linear problems. It integrates with PyMC for advanced Bayesian inference.

Calibration
Data analysis
Earth & Environment
+ 4

Jupyter Notebook
Python

Cheetah

Fast and differentiable particle accelerator optics simulation for reinforcement learning and optimisation applications.

Automatic Differentiation
Differentiable Programming
Differentiable Simulation
+ 7

Python

DataSAIL

DataSAIL is an open-source software tool that splits machine learning datasets while minimizing Information Leakage. It formulates the splitting of a dataset as a constrained minimization problem and optimizes the data split towards an objective function that accounts for information leakage.

Convex Optimization
data management
Data Splitting
+ 3

Python
Smarty

ESM-Tools

ESM-Tools is a toolbox to assist you in running climate and Earth System Model simulations.

Earth & Environment
Earth System Modelling
FAIR Software
+ 11

Shell
Python
Fortran
+ 4

ARTIST

AI-enhanced differentiable Ray Tracer for Irradiation Prediction in Solar Tower Digital Twins

Concentrated Solar Energy
Differentiable Ray Tracing
digital twin
+ 5

Python

perun

perun is a Python package that calculates the energy consumption of Python scripts by sampling usage statistics from hardware interfaces. It can handle MPI applications, gather data from hundreds of nodes, and accumulate it efficiently.

Earth & Environment
Energy
FAIR Software
+ 2

Python

Radiative forcing of hypersonic aircraft trajectories

The software quantifies climate impact of hypersonic aircraft trajectories as a number and within seconds instead of very long numerical simulations that produce Petabytes of data. The input requires water vapor, hydrogen and nitrogen oxide emission data along flight trajectories.

airclim
aircraft
atmosphere
+ 10

Jupyter Notebook
Python

PeCon.py

PeCon.py is a Python-Software, that enables the calculation of the ionic and electronic conductivities of Perovskite-type ceramic materials, i.e. the conductivities within oxygen-transport ceramic membranes.

Energy
MTET
open source
+ 1

JuPedSim

JuPedSim is a framework designed to support students and researchers in investigating pedestrian dynamics and conducting research related to the development and validation of new models or model features. It enables the analysis of experiments and facilitates the proper visualization of results.

Information
Modeling
open source
+ 3

Python
C++
Jupyter Notebook
+ 4

Global Benchmark Database (GBD)

GBD is a comprehensive suite of tools for provisioning and sustainably maintaining benchmark instances and their metadata for empirical research on hard algorithmic problem classes.

Data analysis
FAIR Software
Information
+ 4

Python
JavaScript
HTML
+ 2