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README.md

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loss.py

loss.py

 
 

main_1d.py

main_1d.py

 
 

main_2d.py

main_2d.py

 
 

utils.py

utils.py

 
 

README.md

Synthetic Benchmark

The synthetic benchmark includes 1-D & 2-D imbalanced linear regression. We implement multi-dimensional Balanced MSE and provide visualization code.

1-D Imbalanced Linear Regression

python main_1d.py

Change the distribution type and parameters in the CONSTANT section.

2-D Imbalanced Linear Regression

python main_2d.py

Change the distribution type and parameters in the CONSTANT section.