All software
Stable-Baselines3
Stable Baselines3 (SB3) is a set of reliable implementations of reinforcement learning algorithms in PyTorch.
- Machine learning
- robotics
- Python
- Shell
- Makefile
- + 1
Mallob
Automated Reasoning in HPC and Cloud Environments: Scheduling, Solving, Proving
- automated reasoning
- High performance computing
- job scheduling
- + 2
- C++
- Shell
- Python
- + 4
pySDC
pySDC is a Python implementation of the spectral deferred correction approach and its flavors, esp. the parallel-in-time extension PFASST. It is intended for rapid prototyping and educational purposes. New ideas can be tested and first toy problems can be easily implemented.
- collocation
- high-performance computing
- Information
- + 4
- Jupyter Notebook
- Python
- C++
- + 2
ClimSight
ClimSight is a tool designed to make localized climate information both accessible and actionable. By integrating large language models (LLMs) with geographical and climate data, ClimSight provides users with tailored, location-specific insights essential for a variety of applications.
- Climate
- climate modelling
- ClimSight
- + 1
- Python
- Dockerfile
pbg-ld
Access integrated data on genes and associated traits in plants
- Data Analysis
- genomics
- Inter-operability & linked data
- PLpgSQL
- Shell
- Python
- + 2
MapReader
MapReader is an end-to-end computer vision (CV) pipeline for exploring and analyzing images at scale.
- computer vision
- digital humanities
- geospatial
- + 4
- Python
- TeX
- Dockerfile
- + 1
MDStudio
A tool to run molecular dynamics workflows.
- High performance computing
- Real time data analysis
- Workflow technologies
- Python
- CSS
- TypeScript
- + 5
Reflectorch
Reflectorch is a Python package for the analysis of X-ray and neutron reflectivity data using Pytorch-based neural networks. It provides fast simulation of reflectometry curves by GPU, parameterization via YAML configuration files, and prior-aware training.
- Machine learning
- neutron
- open source
- + 3
- Python
- TeX
- Dockerfile
gammalearn
Deep Learning for Imaging Cherenkov Telescopes Data Analysis
- cta
- deep learning
- Gamma-ray telescopes
- + 1
- Python
- Dockerfile
Kaapana
Kaapana is an open source toolkit for state of the art platform provisioning in the field of medical data analysis. The applications comprise AI-based workflows and federated learning scenarios with a focus on radiological and radiotherapeutic imaging.
- data managment
- Federated Learning
- Image processing
- + 2
- Python
- Vue
- Shell
- + 14
Turing Data Safe Haven
Data Safe Haven is an open-source framework for creating Trusted Research Environments (TREs) to analyse sensitive data. It provides a set of scripts that will allow you to deploy, administer and use your own TRE on Microsoft Azure cloud.
- Cloud
- cloud storage
- Infrastructure as code
- + 3
- Python
- Shell
- Jinja
- + 3
Xenon command line interface
A command line interface for the Xenon library that allows you to use remote machines to do your computations.
- High performance computing
- Java
- Common Workflow Language
- Dockerfile
- + 2