Getting started#

RockVerse is a Python library designed for high-performance computational in geosciences, enabling efficient numerical computations, scalable parallel processing, and optimized data handling. It integrates state-of-the-art Python libraries to deliver performance and scalability for scientific workflows:

  • Numba: Provides just-in-time compilation for efficient numerical operations on CPUs and CUDA-enabled GPUs.

  • mpi4py: Enables distributed parallel processing via the Message Passing Interface (MPI), supporting multi-node and multi-processor workflows.

  • Zarr: Optimizes storage and access for large, chunked, compressed N-dimensional arrays, ideal for handling geoscience data.

  • NumPy: Offers core numerical array operations essential for scientific computing.

  • SciPy: Supplies advanced mathematical functions and algorithms for numerical analysis.

  • Pandas: Simplifies data manipulation and analysis through powerful tabular data structures.

With this foundation, RockVerse facilitates scalable, high-performance computations on a variety of hardware, from local machines to high-performance computing (HPC) clusters.

This section will guide you through the installation process, environment setup, and basic usage examples to get started with RockVerse.

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