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Welcome to Sematic.
Sematic is an open-source development toolkit to help Data Scientists and Machine Learning (ML) Engineers prototype and productionize ML pipelines in days not weeks.
Find our docs at docs.sematic.ai.
Installation
Instal Sematic with
$ pip install sematic
Usage
Start the app with
$ sematic start
Then run an example pipeline with
$ sematic run examples/mnist/pytorch
Create a new boilerplate project
$ sematic new my_new_project
Or from an existing example:
$ sematic new my_new_project --from examples/mnist/pytorch
Then run it with
$ sematic run my_new_project.main
See our docs at docs.sematic.ai, and join us on Discord.
Contribute
See our Contributor guide at docs.sematic.ai.
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