Yandex Data Science Virtual Machine

Yandex Data Science Virtual Machine (DSVM) is a VM with pre-installed popular libraries for data analytics and machine learning. A DSVM can be used as an environment for training models and experimenting with data.

For information about how to create DSVMs, see Creating a VM from a public DSVM image.

Pre-installed softwarePre-installed software

Operating system: Ubuntu 18.04.

Installed packages:

• Conda package manager with Python 2.7 and Python 3.6.
• Jupyter Notebook and JupyterLab tools for interactive and reproducible computations.
• Machine Learning libraries:
  • CatBoost
  • LightGBM
  • PyTorch
  • TensorFlow
  • XGBoost
• Docker container management system.
• Console clients of version control systems: Git, Mercurial, and SVN.
• NumPy, scikit-learn, and SciPy libraries optimized with the Intel Math Kernel Library and Data Analytics Acceleration Library.
• Optimized libraries for working with images: libjpeg-turbo and Pull-SIMD.