Tensorflow Experimentation Pipeline
Project description
tf-argonaut
Library for creating visual experiment pipelines in tensorflow. Allows to test out different network concepts against standardized datasets.
The Argonauts where a band of heros and adventures that sailed on their ship Argo through the mediterranean and navigated numerous adventures. Like one of them this library is designed to turn TF into your own argo and navigate your experiments.
Getting Started
To install the library simply use PyPi:
pip3 install tf-argonaut
Alternatively you can install the library directly through setup.py
:
pip3 install .
You can then import the library:
import argonaut as argo
TODO: more examples to follow
Concepts
Concepts include:
- Experiments
- Pipeline
- Datasets
- Callbacks
Tools
The library also contains multiple tools that allow to inspect data and quickly start training processes.
Coding Examples
TODO: more advanced coding examples
License
This library is provided under the Apache License. Any Pull Requests are welcome.
Project details
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