Pixelhop-Pytorch

Experiments On Auxiliary Pixelhop including

STATISTICAL ATTENTION LOCALIZATION (SAL) for Data Augmentation
Supplemental feature generatioin (SFG) for XGBoost performance improvement
Complementary Nonlinear Learning (CNL) for parallel MLP to form basic learning block
Pixelhop and XGBoost converted to pytorch models

Name		Name	Last commit message	Last commit date
Latest commit History 23 Commits
Epixelhop		Epixelhop
SAL_code_Nov2022		SAL_code_Nov2022
feature		feature
framework		framework
framework_DCAC		framework_DCAC
model		model
DCAC_test.ipynb		DCAC_test.ipynb
FLOPs_estimation.ipynb		FLOPs_estimation.ipynb
GBDT-pytorch_flops_count.ipynb		GBDT-pytorch_flops_count.ipynb
HAAR_filter.ipynb		HAAR_filter.ipynb
Model_size&FLOPs.ipynb		Model_size&FLOPs.ipynb
PixelhopDCAC.ipynb		PixelhopDCAC.ipynb
README.md		README.md
STL10.ipynb		STL10.ipynb
STL10_torch.ipynb		STL10_torch.ipynb
demo.ipynb		demo.ipynb
pipeline.ipynb		pipeline.ipynb

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