Leipzig University
BioAutoML - Democratizing Machine Learning in Life Sciences
BioAutoML automatically runs an end-to-end ML pipeline that can be effectively employed by non-experts. BioAutoML does not require specialized human assistance, i.e., it only needs a training dataset of biological sequences (FASTA files) to perform an end-to-end ML experiment.
- Artificial Intelligence
- Big data
- BioAutoML
- + 3
- Jupyter Notebook
- Python
EcoToxFred
EcoToxFred (ETF) is a digital domain expert that enables simple, natural-language access to complex, integrated ecotoxicological data. It combines knowledge graphs, large language models, and agent-based workflows to support intuitive exploration and analysis of environmental risk information.
- Conversational AI
- Environmental Toxicology
- knowledge graph
- + 2
- Python
- Cypher
- Dockerfile
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
nfdi.software
A Base4NFDI service that aims to improve the visibility and accessibility of research software.
- FAIR
- FAIR Software