Experiment to determine whetever a large batch-size can be helpful with extremely umbalanced datasets.
Project description
Experiment to determine whetever a large batch-size can be helpful with extremely umbalanced datasets.
How do I get this?
Just run:
pip install tensorflow # or tensorflow-gpu, whetever you have a gpu or not
git clone https://github.com/LucaCappelletti94/udbnn.git
cd udbnn
pip install .
How do I run the experiments?
Since the experiments take quite a bit to run, I suggest you to run them while in a TMUX-like environment. If available, you should consider using a computer with a tensorflow-compatible GPU.
Then just run with a python shell:
from udbnn import run
run("dataset")
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