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Safe-DS / DSL

Statically checked Data Science programs.
https://dsl.safeds.com
MIT License
14 stars 0 forks source link
data-science dsl learnability machine-learning safety static-analysis usability

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Safe-DS DSL

Visual Studio Marketplace Version Main codecov Documentation Status

Safely develop Data Science programs with a statically checked domain specific language (DSL) and integrated tools for data inspection.

demo

Installation

To set up a powerful integrated development environment (IDE) for Safe-DS, follow these steps:

  1. Install Visual Studio Code (VS Code).
  2. Install the Safe-DS extension for VS Code.

To run Safe-DS programs, you also need the Safe-DS Runner:

  1. Install Python (3.11 or 3.12). Make sure to add Python to your system's PATH during installation. Verify installation by running python --version in a command line. You should get output similar to Python 3.12.2.
  2. Open VS Code.
  3. Open the command palette (Menu bar > View > Command Palette).
  4. Type Install the Safe-DS Runner.
  5. Press Enter. Installation may take a few minutes, since it downloads and installs several large libraries like PyTorch.

Documentation

You can find the full documentation here.

Contributing

We welcome contributions from everyone. As a starting point, check the following resources:

If you need further help, please use our discussion forum.