Earth System Model Evaluation Tool (ESMValTool)
- climate modelling
- Data analysis
- Earth & Environment
- + 4
- Python
- NCL
- R
- + 7
ESMValCore
- Data analysis
- Earth & Environment
- FAIR Software
- + 2
- Python
- Jupyter Notebook
- HTML
- + 4
Score-P
Score-P provides insight into massively parallel HPC applications, their communication, synchronization, I/O, and scaling behaviour to pinpoint performance bottlenecks and their causes.
- hpc
- Information
- instrumentation
- + 5
- C
- Fortran Free Form
- M4Sugar
- + 2
oemof.solph
oemof.solph is a model generator for energy system modelling and optimisation. It facilitates the formulation of (mixed-integer) linear programs from a generic graph-based structure, allowing to create multi-sector models on different levels of detail with user-defined time-resolution.
- Energy
- Energy System Analysis
- ESD
- + 2
- Python
Stable-Baselines3
Stable Baselines3 (SB3) is a set of reliable implementations of reinforcement learning algorithms in PyTorch.
- Machine learning
- robotics
- Python
- Shell
- Makefile
- + 1
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
- + 2
GAIA
A framework to study the thermo-chemical evolution of rocky and icy bodies (planets, moons, and planetoids) on a global scale in the solar system and beyond.
- CFD
- Computational Fluid Dynamics
- Earth & Environment
- + 4
REMix
REMix is a powerful software for energy systems optimization. It can be used for the planning and techno-economical assessment of future multi-energy systems of any spatial, temporal and technological scope. REMix offers a wide range of methods and features that can be flexibly selected by the user.
- Energy
- Energy planning
- ESD
- + 5
- GAMS
- Python
- Dockerfile
t8code
t8code (spoken as "tetcode") is a C/C++ library to manage parallel adaptive meshes with various element types. t8code uses a collection (a forest) of multiple connected adaptive space-trees in parallel and scales to at least one million MPI ranks and over 1 trillion mesh elements.
- data managment
- Data Visualization
- exascale
- + 3
- C++
- C
- CMake
- + 3
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
- Dockerfile
AMIRIS
AMIRIS is the open Agent-based Market model for the Investigation of Renewable and Integrated energy Systems. It aims at enabling scientists to dissect the complex questions arising with respect to future energy markets, their market design, and energy-related policy instruments.
- Agent-based Model
- electricity
- Energy
- + 4
- Java
- Python
- BibTeX
BlenderProc
A procedural Blender pipeline for photorealistic training image generation
- Blender
- Dataset creation
- Indoor Scene
- + 4
- Python
- TeX