All software
ETHOS.GeoKit
GeoKit provides simple high performance functions to analyze and alter geometric data. These can be used for land eligibility analysis to determine for renewable energy plants and general data selection based on geometric criteria.
- ESD
- ESD - Topic 1
- Python
- Jupyter Notebook
ETHOS.HiSim - Household Infrastructure and Building Simulator
ETHOS.HiSim is a Python package for simulation and analysis of household scenarios and building systems using modern components as alternative to fossil fuel based ones. This package integrates load profiles generation of electricity consumption, heating demand, electricity generation.
- ESD
- ESD - Topic 1
- Modeling
- + 2
- Python
- Jupyter Notebook
- Shell
- + 3
InteractiveVis
The InteractiveVis software framework provides a blueprint for evaluating 3D datasets with convolutional neural networks (CNNs), and for deriving and visualizing CNN relevance maps. This tool was developed and tested for disease detection in MRI scans. We plan to extend it to other domains.
- Data Visualization
- MRI
- open source
- + 1
- Jupyter Notebook
- HTML
- MATLAB
- + 5
LabFrog
Configurable python-Flask application for structured data capture and exploration.
- FAIR Data
- FAIR Software
- Flask
- + 2
- Python
- HTML
- JavaScript
- + 2
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
novoSpaRc
novoSpaRc predicts locations of single cells in space by solely using single-cell RNA sequencing data. An existing reference database of marker genes is not required, but significantly enhances performance if available.
- Data analysis
- open source
- single-cell RNA-seq
- Jupyter Notebook
- HTML
- Python
ParFlow
ParFlow is a parallel, integrated hydrology model that simulates spatially distributed surface and subsurface flow.
- Earth System Modelling
- High performance computing
- Hydrology
- + 2
- C
- Tcl
- Python
- + 17
Peary
This is Peary Caribou, a data acquisition software framework for the Caribou DAQ system. It provides hardware abstraction for periphery components such as voltage regulators and simplifies direct detector configuration and data acquisition through a common interface.
- C++
- DAQ
- Matter
- C++
- Python
- CMake
- + 2
PP
Pixel-Patrol
- Data exploration
- Prevalidation
- QC
- + 1
- Jupyter Notebook
- Python
- JavaScript
- + 3
PyCast S2S
PyCast S2S is a collection of tools for post-processing climate forecasts. It is tailored towards the integration in operational workflows, allowing for automated bias-correction and forecast evaluation. PyCast is written in Python and uses state-of-the-art libraries for data processing.
- Climate forecasting
- Earth & Environment
- open source
- + 1
- Jupyter Notebook
- Python
stmlab
Simplify complex composite calculations. Launch and runtime environment for software projects developed by the Department of Structural Mechanics at the Institute of Lightweight Structures (DLR).
- data managment
- Jupyter
- python
- + 1
- Dockerfile
- Python
- Jupyter Notebook
UTILE-Oxy
Automated workflow using deep learning for the analysis of videos containing oxygen bubbles in PEM electrolyzers: 1. preparing annotated dataset and training models to conduct semantic seg- mentation of bubbles and 2. automating the extraction of bubble properties for further distribution analysis.
- bubbles
- Data analysis
- Data Visualization
- + 7
- Python
- Jupyter Notebook