All software
kramersmoyal
The Python package `kramersmoyal` provides functions to analyze stochastic drift-diffusion and discontinuous stochastic processes in observational and experimental data.
- Data analysis
- Drift-Diffusion
- Energy
- + 5
- Python
- TeX
LYNX
LYNX (Lithosphere dYnamics Numerical toolboX) is a novel numerical simulator for modelling thermo-poromechanical coupled processes driving the deformation dynamics of the lithosphere.
- damage rheology and porosity feedback
- Earth & Environment
- Explicit visco-elasto-plastic rheology
- + 1
- C++
- Assembly
- Makefile
- + 4
XCASCADE (3D)
XCASCADE (3D) software models electron cascades in solids induced by X-ray impact or by an impact of high-energy electron in non-relativistic energy regime. The code can provide temporal and spatial characteristics of the excited electrons, such as their transient density and energy.
- Electron cascading
- Modeling
- Monte Carlo simulation
- + 3
- Fortran Free Form
- Makefile
- Shell
HilbertCurve
Hilbert curve is a type of space-filling curves that fold one dimensional axis into a two dimensional space, but with still preserves the locality. This package aims to provide an easy and flexible way to visualize data through Hilbert curve.
- Data analysis
- Data Science
- Data Visualization
- + 3
- R
- C++
- CSS
- + 1
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
MSS - Mission Support System
For discussion of the possibilites of research flights, the Mission Support System (MSS) was developed. This software helps to review a big amount of metereological and model data by viewing the forecasted parameters of interest along possible regions of a proposed flight path.
- Data Visualization
- Earth & Environment
- Flight Planning
- + 2
- Python
- HTML
- Shell
- + 1
UltraMassExplorer (UME)
Natural organic matter is the most complex chemical mixture on our planet. UME is an open access, browser-based tool that allows efficient, interactive, transparent, and reproducible exploration and evaluation of ultrahigh resolution mass spectra of complex organic matter.
- analytical chemistry
- Carbon cycle
- Data analysis
- + 7
- R
- BibTeX
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
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
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
Cheetah
Fast and differentiable particle accelerator optics simulation for reinforcement learning and optimisation applications.
- Automatic Differentiation
- Differentiable Programming
- Differentiable Simulation
- + 7
- Python