Posts in Data Analysis
HeAT (The Helmholtz Analytics Toolkit)
- 22 May 2024
HeAT is a distributed tensor framework for high performance data analytics. It provides highly optimized algorithms and data structures for tensor computations using CPUs, GPUs and distributed cluster systems on top of MPI. HeAT builds on PyTorch and mpi4py to provide high-performance computing infrastructure for memory-intensive applications within the NumPy/SciPy ecosystem.
ESMValTool (Earth System Model Evaluation Tool)
- 22 May 2024
ESMValTool is a diagnostics and performance metrics tool for the evaluation and analysis of Earth System Models (ESMs). ESMValTool allows for a comparison of single or multiple models against predecessor versions and observations. It includes many diagnostics and performance metrics covering different aspects of the Earth system and is high flexible.