GSoC Participation History
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Efficient Cloud-Based Data Streaming for ML: Implementing Ice Chunk + Zarr 3 for PVNet Training
This proposal describes a thorough implementation strategy for streamlining Zarr data straight from cloud storage using Ice Chunk and Zarr 3...
Adjuster This! TabPFN for Solar Forecast Error Adjustment
Open Climate Fix’s Quartz Solar forecasting model uses a simple rule-based "adjuster" that averages recent forecast errors to correct incoming solar...
Open Data PVNet
Open Data PVNet aims to democratize solar energy forecasting by extending the PVNet framework to work entirely with publicly available weather...
Cloudcasting UI
Open Climate Fix recent Cloudcasting model is able to predict clouds movements very accurately but for end user it’s hard to see or visualize the...
Improving Probabilistic Solar Forecasts
This project aims to improve probabilistic solar forecasting by replacing traditional quantile regression with a more expressive Gaussian Mixture...
Quartz Solar - New data source in ML model
This project aims to enhance PVNet, a multi-modal deep learning model for solar energy forecasting, by integrating aerosol data as an additional...
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