Solo Learn Versions Save

Stable version using newer libraries.

What's Changed

• add dali_device option to the Resize op by @ojss in https://github.com/vturrisi/solo-learn/pull/311
• CI: precommit by @Borda in https://github.com/vturrisi/solo-learn/pull/316
• Fix sphinx build by @vturrisi in https://github.com/vturrisi/solo-learn/pull/312
• Added logo and updated copyright licenses by @vturrisi in https://github.com/vturrisi/solo-learn/pull/317
• unify requirements by @Borda in https://github.com/vturrisi/solo-learn/pull/318
• feat(ci): update pip caching in CI by @SauravMaheshkar in https://github.com/vturrisi/solo-learn/pull/319
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in https://github.com/vturrisi/solo-learn/pull/320
• Added checkpoints and results for MAE by @vturrisi in https://github.com/vturrisi/solo-learn/pull/321
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in https://github.com/vturrisi/solo-learn/pull/323
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in https://github.com/vturrisi/solo-learn/pull/325
• Support 0<data_fraction<1 for CustomDatasetWithoutLabels by @kaland313 in https://github.com/vturrisi/solo-learn/pull/328
• Update to pytorch lightning 2.0.2, remove lightning bolts dependency and other fixes by @vturrisi in https://github.com/vturrisi/solo-learn/pull/344
• Add code highlighting to the BibTeX entry by @bryant1410 in https://github.com/vturrisi/solo-learn/pull/342
• Use syntax updated with Python 3.8 by @bryant1410 in https://github.com/vturrisi/solo-learn/pull/343
• Fix tests on Python 3.10 by @bryant1410 in https://github.com/vturrisi/solo-learn/pull/347
• Temporarily revert back PL version by @vturrisi in https://github.com/vturrisi/solo-learn/pull/350
• Temporary fix for DALI and bump pytorch lightning version by @vturrisi in https://github.com/vturrisi/solo-learn/pull/351

New Contributors

• @ojss made their first contribution in https://github.com/vturrisi/solo-learn/pull/311
• @Borda made their first contribution in https://github.com/vturrisi/solo-learn/pull/316
• @SauravMaheshkar made their first contribution in https://github.com/vturrisi/solo-learn/pull/319
• @pre-commit-ci made their first contribution in https://github.com/vturrisi/solo-learn/pull/320
• @kaland313 made their first contribution in https://github.com/vturrisi/solo-learn/pull/328
• @bryant1410 made their first contribution in https://github.com/vturrisi/solo-learn/pull/342

Full Changelog: https://github.com/vturrisi/solo-learn/compare/1.0.6...1.0.7

What's Changed

• Improve backbones by @vturrisi in https://github.com/vturrisi/solo-learn/pull/273
• Update main_linear.py by @vturrisi in https://github.com/vturrisi/solo-learn/pull/274
• Added support for H5 data, improved scripts and data handling by @vturrisi in https://github.com/vturrisi/solo-learn/pull/275
• Fix num steps scheduler when interval is not step by @DonkeyShot21 in https://github.com/vturrisi/solo-learn/pull/280
• Fix zoo scripts by @DonkeyShot21 in https://github.com/vturrisi/solo-learn/pull/281
• Fix main linear by @vturrisi in https://github.com/vturrisi/solo-learn/pull/282
• Fix simsiam comment by @DonkeyShot21 in https://github.com/vturrisi/solo-learn/pull/285
• Fix num train steps by @vturrisi in https://github.com/vturrisi/solo-learn/pull/287
• Implement MAE by @vturrisi in https://github.com/vturrisi/solo-learn/pull/278
• Remove bias and norm from weight decay by @vturrisi in https://github.com/vturrisi/solo-learn/pull/289
• Exclude bias and norm from weight decay by @vturrisi in https://github.com/vturrisi/solo-learn/pull/291
• Pass temperature to mocov3 loss by @vturrisi in https://github.com/vturrisi/solo-learn/pull/294
• Sphinx actions by @turian in https://github.com/vturrisi/solo-learn/pull/299
• Add precommit hooks by @turian in https://github.com/vturrisi/solo-learn/pull/304
• Move from Argparse to Omegaconf by @vturrisi in https://github.com/vturrisi/solo-learn/pull/300

New Contributors

• @turian made their first contribution in https://github.com/vturrisi/solo-learn/pull/299

Full Changelog: https://github.com/vturrisi/solo-learn/compare/1.0.5...1.0.6

What's Changed

• Fix multicrop in readme by @DonkeyShot21 in https://github.com/vturrisi/solo-learn/pull/260
• link to bib by @DonkeyShot21 in https://github.com/vturrisi/solo-learn/pull/263
• Add Mocov3 by @vturrisi in https://github.com/vturrisi/solo-learn/pull/268
• Fix effective batch size and zero grad by @DonkeyShot21 in https://github.com/vturrisi/solo-learn/pull/261
• Fix how to get the number of devices on pytorch lightning 1.6+ by @vturrisi in https://github.com/vturrisi/solo-learn/pull/269
• Update issue templates by @DonkeyShot21 in https://github.com/vturrisi/solo-learn/pull/270

Full Changelog: https://github.com/vturrisi/solo-learn/compare/1.0.4...1.0.5

What's Changed

• Fixing CONTRIBUTING.md link by @PeppeSaccardi in https://github.com/vturrisi/solo-learn/pull/202
• Fix/midlevel by @vturrisi in https://github.com/vturrisi/solo-learn/pull/203
• Better SimCLR + SupCon by @vturrisi in https://github.com/vturrisi/solo-learn/pull/204
• mocov2plus imagenet by @DonkeyShot21 in https://github.com/vturrisi/solo-learn/pull/208
• improved tables by @DonkeyShot21 in https://github.com/vturrisi/solo-learn/pull/209
• barlow imagenet online by @DonkeyShot21 in https://github.com/vturrisi/solo-learn/pull/210
• Results/barlow by @vturrisi in https://github.com/vturrisi/solo-learn/pull/212
• Small compatibility fixes by @vturrisi in https://github.com/vturrisi/solo-learn/pull/220
• Add ConvNeXt by @vturrisi in https://github.com/vturrisi/solo-learn/pull/223
• Add warmup parameters to linear by @vturrisi in https://github.com/vturrisi/solo-learn/pull/227
• Update LR Schedulers every epoch by @vturrisi in https://github.com/vturrisi/solo-learn/pull/228
• Fixes some gathering issues by @vturrisi in https://github.com/vturrisi/solo-learn/pull/232
• Add MosaicML's ChannelLast optization by @vturrisi in https://github.com/vturrisi/solo-learn/pull/235
• Channel last by @vturrisi in https://github.com/vturrisi/solo-learn/pull/236
• Cleans design of methods a bit by @vturrisi in https://github.com/vturrisi/solo-learn/pull/238
• Provides a way to train with a percentage of data. by @vturrisi in https://github.com/vturrisi/solo-learn/pull/239
• Added gather to simclr by @vturrisi in https://github.com/vturrisi/solo-learn/pull/240
• Add check to see if using ddp by @vturrisi in https://github.com/vturrisi/solo-learn/pull/241
• Data fraction for linear by @vturrisi in https://github.com/vturrisi/solo-learn/pull/242
• Converts DALI into a DataModule, improves it and cleans stuff a bit. by @vturrisi in https://github.com/vturrisi/solo-learn/pull/244
• fix momentum tau by @DonkeyShot21 in https://github.com/vturrisi/solo-learn/pull/247
• Update requirements.txt by @vturrisi in https://github.com/vturrisi/solo-learn/pull/250
• fixed prototype norm in swav by @DonkeyShot21 in https://github.com/vturrisi/solo-learn/pull/249
• fix barlow script by @DonkeyShot21 in https://github.com/vturrisi/solo-learn/pull/254
• fix moco script by @DonkeyShot21 in https://github.com/vturrisi/solo-learn/pull/255
• lots of changes by @DonkeyShot21 in https://github.com/vturrisi/solo-learn/pull/251
• Fix backbones in readme by @DonkeyShot21 in https://github.com/vturrisi/solo-learn/pull/256
• Add Horovod support for multi-node training and improved LARS by @vturrisi in https://github.com/vturrisi/solo-learn/pull/257
• Fix ddp issue with simclr by @vturrisi in https://github.com/vturrisi/solo-learn/pull/259

New Contributors

• @PeppeSaccardi made their first contribution in https://github.com/vturrisi/solo-learn/pull/202

Full Changelog: https://github.com/vturrisi/solo-learn/compare/1.0.3...1.0.4

What's Changed

• Fix minor issues with NNBYOL and NNSiam by @DonkeyShot21 in https://github.com/vturrisi/solo-learn/pull/149
• Restructured augmentations by @DonkeyShot21 in https://github.com/vturrisi/solo-learn/pull/157
• Fix/bash files by @vturrisi in https://github.com/vturrisi/solo-learn/pull/158
• Fixed knn memory issues by @DonkeyShot21 in https://github.com/vturrisi/solo-learn/pull/159
• Fix/augmentations by @vturrisi in https://github.com/vturrisi/solo-learn/pull/164
• Add autoresume functionality by @vturrisi in https://github.com/vturrisi/solo-learn/pull/169
• Fix online k-NN by @DonkeyShot21 in https://github.com/vturrisi/solo-learn/pull/171
• Fix/docs by @vturrisi in https://github.com/vturrisi/solo-learn/pull/172
• Added Detectron by @vturrisi in https://github.com/vturrisi/solo-learn/pull/170
• Vibcreg by @Froskekongen in https://github.com/vturrisi/solo-learn/pull/182
• Improvement/jmlr by @vturrisi in https://github.com/vturrisi/solo-learn/pull/194
• Improvement/umap by @vturrisi in https://github.com/vturrisi/solo-learn/pull/199
• fix online knn on STL10 by @DonkeyShot21 in https://github.com/vturrisi/solo-learn/pull/200
• Access to multi-level features by @vturrisi in https://github.com/vturrisi/solo-learn/pull/201

New Contributors

• @Froskekongen made their first contribution in https://github.com/vturrisi/solo-learn/pull/182

Full Changelog: https://github.com/vturrisi/solo-learn/compare/1.0.2...1.0.3

:pizza: Added NNSiam, NNBYOL, new tutorials for implementing new methods 1 and 2, more testing and fixed issues with custom data and linear evaluation.

:kangaroo: Added online k-NN evaluation. :robot: Re-structured ViT and added Swin.

:robot: Added ViT. :pen: Some renaming for better clarity. :book: Added initial tutorials and improved documentation. :boar: Extra utilities.

• Added support for Deepcluster V2
• Different shuffling strategy for DALI and now it can return the correct image indexes if needed
• Naming consistency improvements