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TyBox

Experiments

You can find the notebook for the experiments both in the /experiment_notebooks folder and as colab at the links below:

Concept Drift Experiment

https://colab.research.google.com/drive/1DhLffUVHxrn1wIOIjrcRLodc4sDtvra6?usp=sharing

Incremental Learning Experiment

https://colab.research.google.com/drive/1E_Nfo68ksIHJC8J-Lcf6vOppU6bKFVZa?usp=sharing

Transfer Learning Experiment

https://colab.research.google.com/drive/1nCgR0-XfQTZG1vvI6qLuEhkjZqxMb7XS?usp=sharing

How to build project

  • run python setup.py bdist_wheel at root
  • .whl file is now available in /dist
  • you can now install the project by running pip install filename.whl
Example: how to use tybox in colab:
  • build project
  • upload .whl file to colab
  • run pip install name.whl
  • import TyBox
Alternative:
  • run !git clone https://github.com/pavmassimo/TyBox.git in a colab cell
  • from TyBox import TyBox
  • note: this will install the version from the main branch

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