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Simple "climatology" baseline: Neural net doesn't get sat image or weather forecasts. Just gets hour of day, day of year, geolocation, clearsky, and Solar azimuth and angle. #45

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JackKelly opened this issue Jul 8, 2021 · 0 comments

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enhancement performance analysis: baselines & metrics

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WP1 essential tasks

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JackKelly commented Jul 8, 2021

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JackKelly created this issue from a note in ML research (To do)

JackKelly added this to the ESO Work Package 1: Essential tasks milestone

JackKelly changed the title ~~Super-simple "climatology" baseline: Neural net gets not sat image or weather forecasts. Just hour of day, day of year, location, clearsky, and Solar azimuth and angle.~~ Super-simple "climatology" baseline: Neural net doesn't get sat image or weather forecasts. Just gets hour of day, day of year, location, clearsky, and Solar azimuth and angle.

JackKelly changed the title ~~Super-simple "climatology" baseline: Neural net doesn't get sat image or weather forecasts. Just gets hour of day, day of year, location, clearsky, and Solar azimuth and angle.~~ Simple "climatology" baseline: Neural net doesn't get sat image or weather forecasts. Just gets hour of day, day of year, location, clearsky, and Solar azimuth and angle.

JackKelly changed the title ~~Simple "climatology" baseline: Neural net doesn't get sat image or weather forecasts. Just gets hour of day, day of year, location, clearsky, and Solar azimuth and angle.~~ Simple "climatology" baseline: Neural net doesn't get sat image or weather forecasts. Just gets hour of day, day of year, geolocation, clearsky, and Solar azimuth and angle.

JackKelly added performance analysis: baselines & metrics enhancement labels

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