A python SDK for submarine
Project description
PySubmarine
PySubmarine is aiming to ease the ML engineer's life by providing a set of libraries.
It includes a high-level out-of-box ML library like deepFM, FM, etc. low-level library to interact with submarine like creating experiment, tracking experiment metrics, parameters.
Package setup
- Install latest version of pysubmarine
git clone https://github.com/apache/submarine.git
cd submarine/submarine-sdk/pysubmarine
pip install .
- Install package from pypi
pip install apache-submarine
Easy-to-use model trainers
Submarine experiment management
Makes it easy to run distributed or non-distributed TensorFlow, PyTorch experiments on Kubernetes.
Development
See Python Development in the documentation subproject.
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