Baal Versions Save

Bayesian active learning library for research and industrial usecases.

v1.9.2

1 month ago

What's Changed

Allow HF to not replicate in memory by @Dref360 in https://github.com/baal-org/baal/pull/281
Run poetry.lock by @Dref360 in https://github.com/baal-org/baal/pull/282
Fix typo in logging and bump structlog by @Dref360 in https://github.com/baal-org/baal/pull/285

Full Changelog: https://github.com/baal-org/baal/compare/v1.9.1...v1.9.2

v1.9.1

7 months ago

Full Changelog: https://github.com/baal-org/baal/compare/v1.9.0...v1.9.1

v1.9.0

8 months ago

What's Changed

Handle NER usecase by @Dref360 in https://github.com/baal-org/baal/pull/263
Add warnings when using replicate_in_memory=True and MCCachingModule by @Dref360 in https://github.com/baal-org/baal/pull/273
weights=None in vgg models by @arthur-thuy in https://github.com/baal-org/baal/pull/276
fix: no pool preds for random heuristic by @arthur-thuy in https://github.com/baal-org/baal/pull/277

Full Changelog: https://github.com/baal-org/baal/compare/v1.8.0...v1.9.0

v1.8.0

10 months ago

New features

MCCachingModule: Cache computation between Monte Carlo iteration link. Special thanks to @pieterblok for introducing this capability!
We can now evaluation every x epochs in ModelWrapper.train_and_test_on_datasets.

What's Changed

Fix doc for NLP example by @Dref360 in https://github.com/baal-org/baal/pull/241
#246 Fix issue where training was not kept consistent by @Dref360 in https://github.com/baal-org/baal/pull/249
Baal in Production Notebook | Classification | NLP | Hugging Face by @nitish1295 in https://github.com/baal-org/baal/pull/245
Add code walkthrough for CIFAR10 by @Dref360 in https://github.com/baal-org/baal/pull/253
Deprecate shuffle prop in favor of PowerSampling by @Dref360 in https://github.com/baal-org/baal/pull/260
docs: use correct link to experiment script by @arthur-thuy in https://github.com/baal-org/baal/pull/267
added setting to skip x epochs when using train_and_test_on_datasets by @studentWUR in https://github.com/baal-org/baal/pull/258
Add caching mechanism for MCDropout by @Dref360 in https://github.com/baal-org/baal/pull/268
Improve get_indices_for_active_step by caching the result according t… by @Dref360 in https://github.com/baal-org/baal/pull/269

New Contributors

@nitish1295 made their first contribution in https://github.com/baal-org/baal/pull/245
@arthur-thuy made their first contribution in https://github.com/baal-org/baal/pull/267
@studentWUR made their first contribution in https://github.com/baal-org/baal/pull/258

Deprecation

We will deprecate shuffle_prop in favor of PowerSampling. Look here to know more about PowerBALD!

Full Changelog: https://github.com/baal-org/baal/compare/v1.7.0...v1.8.0

v1.7.0

1 year ago

Large release where we added support for torchmetrics, moved to mkdocs and made the app more robust!

We also updated our visual identity, huge thanks to @Donasolo for the new logos!

What's Changed

Move to Github Actions by @Dref360 in https://github.com/baal-org/baal/pull/212
Added None to act as max for np.clip by @GeorgePearse in https://github.com/baal-org/baal/pull/213
Assign version to pytorch-lightning by @Dref360 in https://github.com/baal-org/baal/pull/226
Update README and CONTRIBUTING by @Dref360 in https://github.com/baal-org/baal/pull/222
Add metric logging by @Dref360 in https://github.com/baal-org/baal/pull/223
Throw away value for custom dataloaders by @bresilla in https://github.com/baal-org/baal/pull/228
#232 Allow for Python <4 by @Dref360 in https://github.com/baal-org/baal/pull/233
#156 Support torchmetrics by @Dref360 in https://github.com/baal-org/baal/pull/230
Add warning when data augmentation is applied on the pool by @Dref360 in https://github.com/baal-org/baal/pull/229
Add structure for mkdocs instead of Sphinx by @Dref360 in https://github.com/baal-org/baal/pull/225

New Contributors

@GeorgePearse made their first contribution in https://github.com/baal-org/baal/pull/213
@bresilla made their first contribution in https://github.com/baal-org/baal/pull/228

Full Changelog: https://github.com/baal-org/baal/compare/v1.6.0...v1.7.0

v1.6.0

2 years ago

What's Change

Update faq.md by @Dref360 in https://github.com/ElementAI/baal/pull/203
#205 Add stochastic heuristics from Kirsch et al. by @Dref360 in https://github.com/ElementAI/baal/pull/206

Full Changelog: https://github.com/ElementAI/baal/compare/v1.5.2...v1.6.0

v1.5.2

2 years ago

What's Changed

Better indexing support arrow dataset by @parmidaatg in https://github.com/ElementAI/baal/pull/183
Raises an error instead of a warning when label has no label by @Dref360 in https://github.com/ElementAI/baal/pull/187
#192 Use configure instead of configure_once to remove warnings by @Dref360 in https://github.com/ElementAI/baal/pull/193
#190 Fix MRO for Lightning examples and deprecate said example by @Dref360 in https://github.com/ElementAI/baal/pull/191
Can easily unpatch modules and use as a context manager #198 #194 :

mc_dropout_model = MCDropoutModule(your_model)
# this is stochastic
predictions = [mc_dropout_model(input) for _ in range(ITERATIONS)]

model = mc_dropout_model.unpatch()
# this is deterministic
output = model(input)


# Context manager
with MCDropoutModule(your_model) as model:
    # this is stochastic
    predictions = [model(input) for _ in range(ITERATIONS)]
# this is deterministic
output = model(input)

Full Changelog: https://github.com/ElementAI/baal/compare/1.5.1...v1.5.2

1.5.1

2 years ago

What's Changed

Solve bug where a dataset wouldnt be able to label by @Dref360 in https://github.com/ElementAI/baal/pull/178

Full Changelog: https://github.com/ElementAI/baal/compare/1.5.0...1.5.1

1.5.0

2 years ago

What's Changed

Split API documentation in multiple files by @Dref360 in https://github.com/ElementAI/baal/pull/158
Lightning Flash example by @parmidaatg in https://github.com/ElementAI/baal/pull/154
Add bandit to CircleCI by @Dref360 in https://github.com/ElementAI/baal/pull/164
Add Label function to HFDataset @Dref360 in https://github.com/ElementAI/baal/pull/165
#161 update query size by @Dref360 in https://github.com/ElementAI/baal/pull/166
Same fix in dropconnect and consistent dropout as in dropout by @Dref360 in https://github.com/ElementAI/baal/pull/172
Add last_active_step iteration to iterate over the last N active steps. by @Dref360 in https://github.com/ElementAI/baal/pull/174

Deprecated

We now deprecate our PL integration in favor of Lightning Flash. More information to come.
We renamed n_data_to_label to query_size to match academic papers notation.

Full Changelog: https://github.com/ElementAI/baal/compare/1.4.0...1.5.0

1.4.0

2 years ago

What's Changed

Support arrowdataset by @parmidaatg in https://github.com/ElementAI/baal/pull/142
Give ability for users to get uncertainty values. by @Dref360 in https://github.com/ElementAI/baal/pull/144
#146 Fix issue where at most a single submodule was affected by Dropout by @Dref360 in https://github.com/ElementAI/baal/pull/147
#131 Use poetry instead of setup.py by @Dref360 in https://github.com/ElementAI/baal/pull/148
#145 Example using MLP on MNIST by @Dref360 in https://github.com/ElementAI/baal/pull/150
mlp regression experiment by @parmidaatg in https://github.com/ElementAI/baal/pull/152
#130 Add mypy and step to test imports by @Dref360 in https://github.com/ElementAI/baal/pull/155

Full Changelog: https://github.com/ElementAI/baal/compare/v1.3.1...1.4.0