Open Climate Fix

Results 11 repositories owned by Open Climate Fix

skillful_nowcasting

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Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954

graph_weather

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PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)

metnet

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PyTorch Implementation of Google Research's MetNet and MetNet-2

quartz-frontend

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Front End repo for the Nowcasting project.

nowcasting_dataset

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Prepare batches of data for training machine learning solar electricity nowcasting data

predict_pv_yield

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Using optical flow & machine learning to predict PV yield

predict_pv_yield_OLD

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Use machine learning to map from satellite imagery of clouds to solar PV yield

pvoutput

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Python code for downloading PV data from PVOutput.org

satflow

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Satellite Optical Flow with machine learning models

Satip

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Satip contains the code necessary for retrieving, transforming and storing EUMETSAT data