MLReef/mlreef
The collaboration workspace for Machine Learning observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2235
- days_rel: n/a
- days_push: 1401
- n_releases_24m: 0
Adoption not part of the score
1459 stars · 304 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
MLReef is an open-source ML-Ops collaboration platform combining versioned data hosting, containerized code publishing, experiment tracking, and pipeline orchestration for machine learning projects. This GitHub mirror is no longer maintained; development moved to the project's main repository on GitLab.
Use cases
- version and host training datasets with git and git-lfs
- track machine learning experiments and their results
- publish containerized ML scripts as reusable pipeline steps
- orchestrate ML training and data processing pipelines on kubernetes
- collaborate with a team on reproducible ML workflows
- manage datasets with processing and visualization history
When to choose
- you need a self-hosted, git-based end-to-end ML-Ops platform
- your team wants dataset versioning plus experiment tracking in one place
- you want to run ML pipelines on kubernetes, cloud, or bare metal
When to avoid
- you need actively maintained software - this GitHub repo is abandoned and development moved to GitLab
- you only need lightweight experiment tracking without a full platform
- you want a managed SaaS rather than self-hosting a complex multi-service system
Facets
service · maturity abandoned
machine-learning workflow-automation data-science version-control monitoring deployment machine-learning data-science artificial-intelligence developer-tools self-hosted self-hosted python mlops experiment-tracking data-versioning ml-pipelines git-lfs reproducibility collaboration-platform docker kubernetes web-server
2 sources
- readme: https://github.com/MLReef/mlreef · fetched 2026-08-28 · 4ced0bbf879f
- homepage: https://mlreef.com · fetched 2026-08-29 · 348ee62ac78d
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| MLReef/mlreef | main | 32 |
For agents
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem