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Installing Anaconda on Debian 12

Anaconda is an open-source distribution of Python and R built for data science, machine learning, and scientific computing. It bundles Conda, a package and environment manager, along with a large set of scientific libraries for processing large-scale data and running advanced computations, making it a solid platform for building machine learning models and running complex workloads on a server.…

Anaconda is an open-source distribution of Python and R designed for data science, machine learning, and scientific computing. It includes Conda, a package and environment manager, along with a wide range of scientific libraries for processing large-scale data and running advanced computations. This brief provides a step-by-step guide to installing Anaconda on Debian 12, setting it up for multiple users, managing Conda environments, and running Jupyter Notebook.

Users will need to install required dependency packages, download the latest Anaconda installer script, test the installer's integrity, run the script to initiate the installation, accept the license terms, and finally, reload the shell configuration to apply the changes.

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Installing PyTorch with ROCm Acceleration on Ubuntu 24.04

PyTorch is an open-source framework for building and training machine learning models, especially deep learning networks.

  • Install PyTorch container with ROCm support on Ubuntu 24.04
  • Pull and run container with GPU access and high memory
  • Verify GPU availability in container and host environment

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