masters_project by emily.space · Tangled

emily.space / masters_project

[READ-ONLY] Mirror of https://github.com/emilyhunt/masters_project. My Master's project code, using a mixture density network to infer photometric redshifts to galaxies with spectroscopic redshifts as training data.

masters_project test

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emilyhunt · Various stability updates. - Network now has and returns self.network.training_success, a boolean that dictates whether or not training was successful (without, for instance, a NaN value happening) - run_fake_data.py now uses while loops to cycle over configurations, which allows for restarts at a user-specified point - Code has now been ran on a number of different systems successfully, showing that its compatibility is pretty solid! - Previous memory leak issues are a problem with my laptop only. The code itself seems absolutely fine being on other computers. This could be because conda installed a version of tensorflow that isn't super well compiled for my laptop. Pip seems to do a better job of installing the correct tensorflow version? · 7y ago