https://github.com/safe-ds/dsl

Statically checked Data Science programs.
https://github.com/safe-ds/dsl

data-science dsl learnability machine-learning safety static-analysis usability

Last synced: 3 months ago
JSON representation

Statically checked Data Science programs.

• Host: GitHub
• URL: https://github.com/safe-ds/dsl
• Owner: Safe-DS
• License: mit
• Created: 2022-06-02T07:32:40.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2025-06-11T21:57:30.000Z (4 months ago)
• Last Synced: 2025-06-22T02:44:14.684Z (4 months ago)
• Topics: data-science, dsl, learnability, machine-learning, safety, static-analysis, usability
• Language: TypeScript
• Homepage: https://dsl.safeds.com
• Size: 11.5 MB
• Stars: 17
• Watchers: 3
• Forks: 0
• Open Issues: 77
• Metadata Files:
  • Readme: .github/README.md
  • License: LICENSE
  • Citation: CITATION.cff
  • Codeowners: .github/CODEOWNERS

Awesome Lists containing this project

README

          
# Safe-DS DSL

[![Visual Studio Marketplace Version](https://img.shields.io/visual-studio-marketplace/v/safe-ds.safe-ds)](https://marketplace.visualstudio.com/items?itemName=safe-ds.safe-ds)

[![Main](https://github.com/Safe-DS/DSL/actions/workflows/main.yml/badge.svg)](https://github.com/Safe-DS/DSL/actions/workflows/main.yml)

[![codecov](https://codecov.io/gh/Safe-DS/DSL/branch/main/graph/badge.svg?token=ma0ytglhO1)](https://codecov.io/gh/Safe-DS/DSL)

[![Documentation Status](https://readthedocs.org/projects/safe-ds-dsl/badge/?version=stable)](https://dsl.safeds.com)

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

inspection.

![demo](../docs/img/home/demo.gif)

## Installation

To set up a powerful _integrated development environment_ (_IDE_) for Safe-DS, follow these steps:

1. **Install [Visual Studio Code](https://code.visualstudio.com/)** (VS Code).

2. **Install the [Safe-DS extension](https://marketplace.visualstudio.com/items?itemName=safe-ds.safe-ds)** for VS Code.

To run Safe-DS programs, you also need the [Safe-DS Runner](https://github.com/Safe-DS/Runner):

1. **Install [Python](https://www.python.org/) (3.11 or 3.12)**. Older or newer Python versions are not supported. 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`** and **Press Enter**.

5. **Select where to install the Safe-DS Runner**.

Installation may take a few minutes, since it downloads and installs several large libraries like PyTorch.

## Documentation

You can find the full documentation [here](https://dsl.safeds.com).

## Contributing

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

* [Contributing page](https://github.com/Safe-DS/DSL/contribute)

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

[forum]: https://github.com/orgs/Safe-DS/discussions