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1. MSRDL/Deep4Cast MSRDL/Deep4Cast Public

   Probabilistic Multivariate Time Series Forecast using Deep Learning

   Python 95 22

2. CliMA/OperatorFlux.jl CliMA/OperatorFlux.jl Public

   Operator layers for Flux.jl that allow for the construction of Neural Operator models by using Flux's API. Useful for discretization-independent spatio-temporal ML models.

   Julia 10 1

3. CliMA/diffusion-bridge-downscaling CliMA/diffusion-bridge-downscaling Public

   Code to recreate results from "Unpaired Downscaling of Fluid Flows with Diffusion Bridges", Bischoff & Deck (2023). R&D project that shows how diffusion bridges can be applied to fluid simulations.

   Julia 5 1

4. Easing-Color-Shifts Easing-Color-Shifts Public

   Repo for "Easing Color Shifts in Score-Based Diffusion Models" project. Trains a score-based diffusion model on FashionMNIST and demonstrates how simple network architectures can perform well on la…

   Julia 2