All software
Automating Requirements and Documentation Comprehension (ARDoCo)
Automating Requirements and Documentation Comprehension (ARDoCo) is a framework to connect architecture documentation, requirements, and models while identifying missing or deviating elements (inconsistencies). An element can be any representable item of the model like a software component.
- Consistency
- Documentation
- Inconsistency Detection
- + 6
- Java
- ANTLR
- Markdown
- + 3
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
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
Mallob
Automated Reasoning in HPC and Cloud Environments: Scheduling, Solving, Proving
- automated reasoning
- High performance computing
- job scheduling
- + 2
- C++
- Shell
- Python
- + 4
pySDC
pySDC is a Python implementation of the spectral deferred correction approach and its flavors, esp. the parallel-in-time extension PFASST. It is intended for rapid prototyping and educational purposes. New ideas can be tested and first toy problems can be easily implemented.
- collocation
- high-performance computing
- Information
- + 4
- Jupyter Notebook
- Python
- C++
- + 2
AiiDA-KKR
This AiiDA plugin provides high-throughput automation and FAIR data management for the Jülich KKR codes.
- Data Visualization
- FAIR Data
- Information
- + 4
- Python
- Shell
- OpenEdge ABL
Elephant
Elephant (Electrophysiology Analysis Toolkit) is an open-source, community centered library for the analysis of electrophysiological data in the Python programming language.
- data-analysis
- electrophysiology
- neurophysiology
- + 2
- Python
- C++
- Cuda
- + 1
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
Propulate
An asynchronous evolutionary optimization algorithm and software package for global optimization and hyperparameter search on high-performance computers.
- Aeronautics, Space and Transport
- Earth & Environment
- Energy
- + 9
- Python
SUMO
Eclipse SUMO is an open source, highly portable, microscopic and continuous traffic simulation package designed to handle large networks. It allows for intermodal simulation including pedestrians and comes with a large set of tools for scenario creation.
- Aeronautics, Space and Transport
- Modelling
- open source
- + 2
- C++
- Python
- C
- + 13