Ml Experiment Tracking Data Engineering Tools
There are 11 ml experiment tracking tools tracked. 3 score above 50 (established tier). The highest-rated is mage-ai/mage-ai at 68/100 with 8,672 stars. 1 of the top 10 are actively maintained.
Get all 11 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=data-engineering&subcategory=ml-experiment-tracking&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
mage-ai/mage-ai
🧙 Build, run, and manage data pipelines for integrating and transforming data. |
|
Established |
| 2 |
vaexio/vaex
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML,... |
|
Established |
| 3 |
alibaba/feathub
FeatHub - A stream-batch unified feature store for real-time machine learning |
|
Established |
| 4 |
mindsdb/dbt-mindsdb
dbt adapter for connecting to MindsDB |
|
Emerging |
| 5 |
kevin-hanselman/dud
A lightweight CLI tool for versioning data alongside source code and... |
|
Emerging |
| 6 |
Bread-Technologies/Bread-Dataset-Viewer
VS Code extension to easily view and handle large datasets. Look at... |
|
Emerging |
| 7 |
bytehub-ai/bytehub
ByteHub: making feature stores simple |
|
Emerging |
| 8 |
Paulescu/bytewax-hopsworks-example
Compute and store real-time features for crypto trading using Bytwax (stream... |
|
Emerging |
| 9 |
runprism/prism
Prism is the easiest way to develop, orchestrate, and execute data pipelines... |
|
Experimental |
| 10 |
guilycst/lazy-dvc
A serverless-style LFS alternative that uses GitHub Org membership as... |
|
Experimental |
| 11 |
felixmccuaig/flowbase
A declarative ML platform for tabular data that eliminates infrastructure... |
|
Experimental |