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hammad93 / hurricane-net

A deep learning framework for forecasting Atlantic hurricane trajectory and intensity.
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Cannot reproduce results #7

Closed hammad93 closed 4 years ago

hammad93 commented 4 years ago

When you open the hurricane_net.ipynb in Google colab, it's not reproducing the results. In fact, the results are significantly worse. It may be a keras version issue

hammad93 commented 4 years ago

Keras was updated to 2.4 on June 17, 2020 and may have broken it. If this is the case, then we need to make sure the results are reproducible.

hammad93 commented 4 years ago

https://github.com/keras-team/keras/releases

hammad93 commented 4 years ago

When downgrading to 2.2.5, you get the following error, 

RuntimeError: It looks like you are trying to use a version of multi-backend Keras that does not support TensorFlow 2.0. We recommend using `tf.keras`, or alternatively, downgrading to TensorFlow 1.14.
hammad93 commented 4 years ago

Yeah so downgrading it worked, here's the code

pip uninstall keras -y
pip uninstall tensorflow -y
pip install keras==2.2.5
pip install tensorflow==1.14