Forschungszentrum Jülich
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
LinMOG
LinMOG is a collection of tools for the generation of linear models for univariate and multivariate functions. Furthermore, the linear model can be automatically transformed into a MILP optimization formulation.
- Energy
- ESD
- ESD - Topic 2
- + 3
- Python
LLview
LLview is a set of software components to monitor clusters that are controlled by a resource manager and a scheduler system.
- High performance computing
- hpc
- monitoring
- + 2
- Perl
- Python
- Shell
MapMan
MapMan visualises data from gene expression analyses. Genes or proteins with a common function are visualised and evaluated together. Mercator assigns the annotations for this. Changes in processes and pathways can be revealed, visualised and evaluated quantitatively.
- Annotation
- Earth & Environment
- Gene Expression
- + 2
MEmilio
MEmilio implements various models for infectious disease dynamics, from compartmental to agent-based models. Through efficient implementation and parallelization, MEmilio brings cutting edge and compute intensive models to a large scale, enabling high-resolution spatiotemporal disease dynamics.
- Agent-based Model
- C++
- compartmental model
- + 12
- C++
- Python
- CMake
- + 3
MESSy
MESSy is a software framework for the assembly of Earth System Models with components, which are numerical representations of processes in the Earth system. The unique feature of MESSy is its modular structure that facilitates continuous development and flexible model configurations.
- Aeronautics, Space and Transport
- Atmospheric science
- Earth & Environment
- + 5
MFDFA
The Python package `MFDFA` provides the tools to perform a multifractal detrended fluctuation analysis that enables the investigation of stochastic processes where long-range memory and persistence are necessary to consider.
- Data analysis
- Energy
- ESD
- + 3
- Python
micromechanics-indentationGUI
Graphical User Interface (GUI) software for analyzing nanoindentation experimental data
- Data analysis
- Data Visualization
- Energy
- + 5
- Python
Minion
Minion is an optimization library designed for solving complex optimization problems where gradients are unavailable or unreliable. It implements state-of-the-art evolutionary algorithms which are often missing in standard optimization libraries.
- C++
- optimization
- python
- C++
- Python
- Jupyter Notebook
- + 4
MLAir
MLAir (Machine Learning on Air data) is an environment that simplifies and accelerates the creation of new machine learning (ML) models for the analysis and forecasting of meteorological and air quality time series.
- Python
- Shell
- Jupyter Notebook
- + 2
MO|DE.behave
MO|DE.behave is a Python-based software package for the estimation and simulation of discrete choice models and shall enable rapid quantitative analyses based on survey data on choice behavior, utilizing advanced discrete choice methods. Please refer to 'doi.org/10.21105/joss.05265'.
- Python
- TeX
MooViE
MooViE is an easy-to-use tool to display multidimensional data with input-output semantics from all research domains. It supports researcher in studying the mapping of several inputs to several outputs in large multivariate data sets.
- C++
- Data Visualization
- C++
- CMake
- Dockerfile
- + 2