Pytest unit tests, new losses support, and normalization enhancement#22

Merged

cofri merged 50 commits intodevelopfrom feat/update_normalizers

Nov 27, 2024

+6,873-1,515

Commits on Apr 15, 2024

add support for softHKR loss: SoftHKRMulticlassLoss warning alpha\in[0.1]
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add reduce mean for softHKR loss
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Commits on Jun 5, 2024

detach to avoid graph expansion
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Commits on Oct 8, 2024

test uniformization using pytest
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update using uft
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update using uft
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linter
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flake8 errors
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flake8 errors test_metrics
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Commits on Oct 9, 2024

seed on test normalizers
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linter on test_layers
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linter on test_layers
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avoid F401 linter error
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test normalizer all close value
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F401 linter
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update kr_loss for nan support, and modify hkr losses to use 0<= alpha <= 1.0
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add warning when alpha > 1. in SoftHKRMulticlassLoss
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update losses to support any target (target>0 for true value), alpha in [0,1], and min_margin/2.0
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add vanilla export to InvertibleUpsampling class
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linter loss.py
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add MultiMarginLoss test based on pytorch implementation (warning no hot encoding)
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add support for reduction in binary losses
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add support for reduction in multiclass losses
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add support for reduction in softHKR loss
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Commits on Oct 11, 2024

add supported lipschitz layer test in Sequential
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add support for Tau Cross ENtropy loasses and tests
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add support for molti gpu in binary losses
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linters
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add support multi_gpu for all KR losses
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linters
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Commits on Oct 13, 2024

paranthesis tricks bjork
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Commits on Oct 14, 2024

switch from n_iter to eps stopping criteria for Bjorck and spectral norm
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switch from n_iter to eps stopping criteria + add spectral normaization in bjorck_ initializer
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linters
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update setup.cfg to move to python 39,310,311 and pt{1.10.2,1.13.1,2.1.2,2.3.1,2.4.1}
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linters corrections
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linters corrections
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Update python-lints.yml
franckma31
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Update python-tests.yml
franckma31
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update workflow github
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update workflow github
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update requirements and pytorch version
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update version with file + cleaning
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Commits on Nov 13, 2024

Commits on Nov 27, 2024

update docs notebooks with new losses
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