All software
Heat
Heat is a flexible and seamless open-source software for high performance data analytics and machine learning. It provides highly optimized algorithms and data structures for tensor computations using CPUs, GPUs and distributed cluster systems on top of MPI.
- CPU
- Data analysis
- Earth & Environment
- + 5
- Python
- Shell
- Dockerfile
SaQC
A consistent, extensible, easy-to-use tool/framework for reproducible quality control of time series data.
- Data analysis
- Earth & Environment
- Quality control
- + 1
- Python
cppTango
Tango Distributed Control System - C++ library TANGO is an object-oriented distributed control system. In TANGO all objects are representations of devices, which can be on the same computer or distributed over a network. Communication between devices can be synchronous, asynchronous or event driven.
- C++
- DCS - Distributed Control System
- SCADA - Supervisory Control and Data Acquisition
- C++
- CMake
- Python
- + 2
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
Cheetah
Fast and differentiable particle accelerator optics simulation for reinforcement learning and optimisation applications.
- Automatic Differentiation
- Differentiable Programming
- Differentiable Simulation
- + 7
- Python
LiberTEM
LiberTEM is an open source platform for high-throughput distributed processing of large-scale binary data sets and live data streams using a stream-based programming model. The current focus is pixelated scanning transmission electron microscopy (4DSTEM) and scanning electron beam diffraction data.
- 4D STEM
- electron microscopy
- high-throughput
- + 3
- Python
- TypeScript
- JavaScript
- + 6
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
TetraX
TetraX is a package for finite-element-method (FEM) micromagnetic modeling with the aim of providing user-friendly and versatile micromagnetic workflows. Among other features, it allows to efficiently calculate spin-wave spectra in different magnetic systems of general geometries.
- finite-element-method
- magnetization dynamics
- micromagnetic modeling
- + 4
- Python
- C
- Cython
venco.py
A tool to derive battery electric vehicle energy demands from given trip data. venco.py provides normalized, aggregated electric vehicle fleet demand profiles for two cases: Uncontrolled charging and a technical (mobility-constrained) potential for controlled charging including vehicle-to-grid.
- electricity
- electric vehicles
- Flexibility
- + 2
- 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
CellRank
CellRank is a computational framework to study cellular fate decisions based on various types of single-cell genomics data. CellRank scales to large cell numbers, is fully compatible with the scverse ecosystem, and is easy to use.
- Data analysis
- fate mapping
- fate prediction
- + 7
- Python
ChASE
ChASE is a modern and scalable library to solve dense Hermitian (Symmetric) algebraic eigenvalue problems based on a spectral polynomial filter. The library is fully parallelized, and is particularly effective for sequences of eigenproblems as they often arise in electronic structure theory.
- C++
- Eigensolver
- GPU
- + 6
- C++
- Cuda
- Fortran
- + 5