sematic-ai/sematic
An open-source ML pipeline development platform
This platform helps ML Engineers and Data Scientists build, run, and manage complex machine learning workflows. You can define entire data processing and model training sequences using simple Python code. It takes your Python-defined ML pipeline logic and executes it, providing traceable results, visualizations, and robust management capabilities whether on your laptop or in the cloud.
998 stars. No commits in the last 6 months.
Use this if you need to create, track, and reproduce end-to-end machine learning pipelines efficiently, from local development to cloud deployment.
Not ideal if you are looking for a simple tool for ad-hoc data analysis or if your machine learning tasks don't require complex, multi-step orchestration and traceability.
Stars
998
Forks
60
Language
Python
License
Apache-2.0
Category
Last pushed
Jan 09, 2025
Commits (30d)
0
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