All software
ASSUME
An open-source framework for agent-based simulations of European electricity markets, its primary objectives are to ensure usability and customizability for a wide range of users and use cases in the energy system modeling community.
- agent-based simulation
- Electricity Market Simulation
- Energy
- + 2
- Python
- TeX
- Dockerfile
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
- Jupyter Notebook
- + 1
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
Mallob
Automated Reasoning in HPC and Cloud Environments: Scheduling, Solving, Proving
- automated reasoning
- High performance computing
- job scheduling
- + 2
- C++
- Shell
- Python
- + 3
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
- TypeScript
- CSS
- + 3
Stable-Baselines3
Stable Baselines3 (SB3) is a set of reliable implementations of reinforcement learning algorithms in PyTorch.
- Machine learning
- robotics
- Python
- Shell
- Makefile
- + 1
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
- Python
- Jupyter Notebook
- C++
- + 2
Syndat Dashboard
A Dashboard for evaluation & visualization of synthetic patient level data.
- clinical data
- data privacy
- data quality
- + 2
- TypeScript
- Python
- CSS
- + 3
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
cuBNM
A toolbox for efficient simulation of brain biophysical network models on GPUs
- Biophysical network modeling
- Brain Simulation
- GPU
- + 3
- C
- Python
- C++
- + 4
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
PeriLab
PeriLab is a Software to solve Peridynamic problems. It is written in Julia to overcome many issues related to the Software Peridigm.
- High performance computing
- julialang
- Peridynamics
- + 1
- Julia
- G-code
- Batchfile
- + 2