determined

(β˜… 3,234)

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

File Explorer

Download Latest Version (.zip)

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  • .determined.code-workspace
  • .determined_markdown.style
  • .flake8
  • .git-blame-ignore-revs
  • .gitattributes
  • .gitignore
  • .grype.yaml
  • .isort.cfg
  • .mdlrc
  • .pre-commit-config.yaml
  • .yamllint
  • CODE_OF_CONDUCT.md
  • codecov.yml
  • CONTRIBUTING.md
  • determined-logo.svg
  • go.mod
  • go.sum
  • LICENSE
  • Makefile
  • README.md

# Installation Guide

1. Get the code
git clone https://github.com/determined-ai/determined

Downloads the entire project code from GitHub to your computer.

cd determined

Moves into the project folder you just downloaded.

2. Official Install Script

Easy Recommended
Prerequisites
  • Python 3 Python is required to use pip.
pip install determined

Installs the package published on PyPI directly β€” no need to clone the source.

βœ… After installing, open a new terminal and run the program's version command (e.g. --version) to confirm it worked.

Pulled directly from this repo's README.

3. Docker

Easy
Prerequisites
  • Git Needed to download the project code from GitHub.
  • Docker Desktop Needed to build and run containers. Install it and keep it running in the background.
docker build -f agent/Dockerfile -t determined .

Builds a runnable image based on the Dockerfile.

docker run -p 8080:80 determined

Runs the built image as an actual container.

βœ… Run docker compose ps to check the containers are Up. If the README mentions a port, open http://localhost:PORT in your browser.

4. Python

Easy
Prerequisites
  • Git Needed to download the project code from GitHub.
  • Python 3 On Windows, be sure to check 'Add Python to PATH' during installation.
pip install determined

Installs the package published on PyPI directly β€” no need to clone the source.

βœ… If it runs without errors and prints output in the terminal, it worked.

Pulled directly from this repo's README.

5. Go

Medium
Prerequisites
  • Git Needed to download the project code from GitHub.
  • Go The Go compiler and toolchain.
go build ./...

Compiles the Go program into an executable.

go run .

Runs the Go program directly without a separate build step.

βœ… If the build finishes without errors, it worked. If you used go run ., check the terminal output.

6. Make

Medium
Prerequisites
  • Git Needed to download the project code from GitHub.
  • Make Usually pre-installed on Linux/macOS. On Windows, install separately (e.g. via MSYS2 or WSL).
make

Compiles the code based on the generated build configuration to produce an executable.

βœ… If it finishes without errors, it worked. Try running the generated executable directly.

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// repository documentation