A well-known project done right. Strong docs and solid engineering throughout.

:metal: TT-NN operator library, and TT-Metalium low level kernel programming model.

Documentation

92

README12pt85

README is present.

Install and run instructions9pt90

README documents how to install the project.

License6pt100

Licensed under Apache-2.0.

Contributing guide5pt100

Contributing guide is detailed and thorough.

Engineering

78

CI/CD14pt57

CI is configured (.github/workflows/build-aarch64-native.yaml).

Tests18pt80

Test files detected (.github/bug_checker/tests).

Reproducibility6pt80

Lockfile present (models/common/tests/requirements.txt). Installs are reproducible.

Linting and formatting5pt100

Linter or formatter configured ([tool.ruff] / [tool.black] in pyproject.toml).

Issue and PR templates6pt100

Issue or PR templates present.

Project health

100

Dependency manifest6pt100

Dependency manifest found (pyproject.toml).

Repository metadata5pt100

Repository has a description.

Activity5pt100

Actively maintained (pushed within the last month).

Housekeeping3pt100

.gitignore present.

Repository health signals

Activity, community, and responsiveness at scan time

Activity

  • Commits (30d / 90d)
  • 512
    Forks
  • 179
    Releaseslatest 2y ago

Community

  • Community health
  • authors own >50% of commits
  • 1,540
    Watchers

Responsiveness

  • 213d 17h
    Median issue response
  • 3h
    Median PR merge time
  • 5,385
    Open issues
Repository files49 root entries
  • .cursor
  • .github
    Good: Test files detected (.github/bug_checker/tests).
    Good: CI is configured (.github/workflows/build-aarch64-native.yaml).
    Good: Issue or PR templates present.
  • cmake
  • contributing
  • dockerfile
    Good: Environment pinned via dockerfile.
  • docs
  • infra
  • model_tracer
  • models
    Good: Lockfile present (models/common/tests/requirements.txt). Installs are reproducible.
  • releases
  • scripts
  • tech_reports
  • tests
  • third_party
  • tools
  • tt_metal
  • tt_stl
  • tt-train
  • ttnn
  • .clang-format
  • .clang-format-ignore
  • .clang-tidy
  • .codechecker.json
  • .codechecker.skiplist
  • .gersemirc
  • .git-blame-ignore-revs
  • .gitattributes
  • .gitignore
    Good: .gitignore present.
  • .gitmodules
  • .pre-commit-config.yaml
  • .yamllint
  • build_metal.sh
  • CMakeLists.txt
  • CMakePresets.json
  • CODE_OF_CONDUCT.md
    Good: Code of conduct present.
  • conftest.py
  • CONTRIBUTING.md
    Good: Contributing guide is detailed and thorough.
    Good: Contributing guide includes setup/install instructions.
    Good: Contributing guide describes code style expectations.
    Good: Contributing guide explains how to run tests.
    Good: Contributing guide describes the PR/review workflow.
    Good: Contributing guide includes code examples.
  • create_venv.sh
  • install_dependencies.sh
  • INSTALLING.md
  • LICENSE
    Good: Licensed under Apache-2.0.
  • LICENSE_understanding.txt
  • MANIFEST.in
  • METALIUM_GUIDE.md
  • NOTICE
  • pyproject.toml
    Good: Dependency manifest found (pyproject.toml).
  • pytest.ini
  • README.md
    Good: README is present.
    Good: README is well structured with multiple sections.
    Good: README includes screenshots or visuals. Great for first impressions.
    Issue: README has no code examples (−15 pts).Fix: Show a quick-start snippet so contributors can see what using your project looks like.
    Good: README links to a live demo or deployed app.
    Good: README includes status badges.
    Good: README documents how to install the project.
    Good: README documents how to run the project.
  • setup.py