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updated readme to include jupyter notebook
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KristofPusztai committed Feb 21, 2021
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Expand Up @@ -63,4 +63,7 @@ in your model.
Training regiment is interpretted as debiased LASSO:
- T0 epochs are normal training, no regularization
- T1 epochs are L1 regularized training, continuing where T0 ended
- T2 epochs are L0 (weights with values close to 0, |w| < atol, are rounded to 0 and left untrained) regularized training, continuing from T1
- T2 epochs are L0 (weights with values close to 0, |w| < atol, are rounded to 0 and left untrained) regularized training, continuing from T1

Check out the jupyter notebook for examples on learning sinusoidal functions:
https://github.com/KristofPusztai/EQL/blob/master/Jupyter%20Notebooks/EQLtest.ipynb

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