Code

Pooled texture model#284

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billbrod wants to merge 37 commits intomainplenoptic-org/plenoptic:mainfrom pooled_textureplenoptic-org/plenoptic:pooled_textureCopy head branch name to clipboard

+19,015-272

Commits

Commits on Aug 9, 2024

• initialize masked

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  59b9e9e

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• adds mask to model

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• changes compute_pixel_stats to weighted version

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Commits on Aug 13, 2024

• create mask per scale, updates pixel stats

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  09a4e43

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• adds masked autocorr computation

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• bugfix: need extra scale for reconstructed image autocorr

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• updates comments describing shapes

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• makes compute_skew_kurtosis_recon work with masks

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Commits on Aug 14, 2024

• update name: m -> scale_mask to be consistent

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• Merge branch 'portilla_simoncelli_vars' of github.com:LabForComputationalVision/plenoptic into pooled_texture

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• sets _compute_cross_correlation to new version

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• updates docstring

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• update masked autocorr function for dim rearrangement

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• gets masked version working!

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Commits on Aug 15, 2024

• fix portilla_simoncelli.update_plot for GPU

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• add masked model back to init

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• changes to ps_masked plotting

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• gets working with GPU, correct across-scale issue

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• compute_pixel_stats now expects single-scale mask

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• normalize skew/kurtosis recon with variance, which brings them to similar magnitude as other stats

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Commits on Aug 16, 2024

• bugfix: get blur_downsample working with other dtypes

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• improve how masks are handled across scales

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• Make division/sqrt more stable, remove redundant autocorrs

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• Merge branch 'main' of github.com:LabForComputationalVision/plenoptic into pooled_texture

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• makes PS.plot_representation defaults more reasonable

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Commits on Aug 19, 2024

• simplify how we handle stability

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• adds example notebook

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• adds nblink file

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Commits on Dec 10, 2024

• Merge branch 'main' of github.com:plenoptic-org/plenoptic into pooled_texture

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Commits on Dec 11, 2024

• Merge branch 'main' of github.com:plenoptic-org/plenoptic into pooled_texture

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Commits on Dec 12, 2024

• runs ruff, pre commit on files

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  e2fbd7e

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• change compute_pixel_stats to compute actual stats

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Commits on Dec 13, 2024

• adds pixel_epsilon, reruns notebook

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Commits on Dec 16, 2024

• adds weighted average module

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• some improvements to weighted average

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Commits on Dec 20, 2024

• PS now accepts weights argumnet

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• [pre-commit.ci] auto fixes from pre-commit.com hooks

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