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Da Fan's Projects

cbrain-cam icon cbrain-cam

Code for neural network parameterization project

ciml icon ciml

The attribution interpretation and uncertainty estimate for an optimized CNN model

fv3gfs icon fv3gfs

The public home of NOAA EMC's FV3GFS Modeling System.

goes16ci icon goes16ci

GOES-16 Convective Initiation Benchmark

miles-guess icon miles-guess

Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.

permutationimportance icon permutationimportance

Python package for computing the importance of variables in a model through permutation selection

stat-learning icon stat-learning

Notes and exercise attempts for "An Introduction to Statistical Learning"

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