All software
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
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
- Shell
DoE2Vec
DoE2Vec is a self-supervised approach to learn exploratory landscape analysis features from design of experiments. The model can be used for downstream meta-learning tasks such as learninig which optimizer works best on a given optimization landscape.
- Machine learning
- optimization
- python
- Python
- R
- Makefile
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
ARTIST
AI-enhanced differentiable Ray Tracer for Irradiation Prediction in Solar Tower Digital Twins
- Concentrated Solar Energy
- Differentiable Ray Tracing
- digital twin
- + 5
- Python
- TeX
SLEPLET
SLEPLET is a Python package for the construction of Slepian wavelets in the spherical and manifold (via meshes) settings.
- manifolds
- python
- slepian functions
- + 2
- Python
- TeX
FAME_AMR_model
Data and code underlying Chapter 3 of the PhD thesis "Advanced Magnetocaloric Regenerators for Heat Pump Applications"
- layered AMR
- layering strategies
- magnetocaloric heat pump
- + 5
- Other
- Python
LinkAhead
Open Source Research Data Management Software
- Data
- ETL
- Inter-operability & linked data
- + 4
- Java
- Shell
- Python
- + 2
MapReader
MapReader is an end-to-end computer vision (CV) pipeline for exploring and analyzing images at scale.
- computer vision
- digital humanities
- geospatial
- + 4
- Python
- TeX
- Dockerfile
- + 1
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
- + 6
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
ChemSpaX: A Python tool for local chemical space exploration
ChemSpaX is a Python package that can be used for local chemical space exploration of any structure. This is done by placing substuents on a pre-defined skeleton. A substituent can be chosen from an existing library and can be attached to the skeleton.
- catalysis
- Chemistry
- python
- Python
- Shell