Breaking Changes
- removed support for python 3.7 #1521
- A simplified benchmarks API. Some of the old benchmark constructors are now under
avalanche.benchmarks.scenarios.deprecatedas a result of the change. #1511
New Features
-
support for python 3.11
-
ER-AML #1472
-
PackNet #1496
-
NewClassesCrossEntropy criterion and automatic criterion plugin #1514
-
CIL Examplar Free components #1528
-
Feature replay and feature distillation (CIL Exfree) #1535
-
Continuous Task-Agnostic Scenario #1336
-
FFCV support for faster dataloading #1439
What's Changed
- Updated avalanche main version to latest by @AndreaCossu in #1484
- Earlystopping patch by @scumatteo in #1487
- er-aml implementation by @GeremiaPompei in #1472
- FFCV support by @lrzpellegrini in #1439
- slightly faster and easier doc build by @AntonioCarta in #1488
- Update clear_data.py by @linzhiqiu in #1499
- Implement PackNet by @tachyonicClock in #1496
- Some minor fixes in batch_observation and utils by @AlbinSou in #1513
- Ffcv improvements by @lrzpellegrini in #1516
- WIP: New benchmarks API by @AntonioCarta in #1511
- remove py 3.7 from CI by @AntonioCarta in #1521
- Update FZTH tutorials by @HamedHemati in #1522
- Update gitbook assets by @HamedHemati in #1523
- Added NewClassesCrossEntropy criterion and automatic criterion plugin by @AlbinSou in #1514
- proper conversion of Tensor to list by @malashinroman in #1524
- Continuous Task-Agnostic Scenario by @HamedHemati in #1336
- Update Documentation by @HamedHemati in #1527
- CIL Examplar Free components by @AlbinSou in #1528
- Update clear_data.py by @viajeraune in #1545
- fix dataloading_buffers_replay.ipynb notebook by @gogamid in #1555
- update python version requirements by @AntonioCarta in #1559
- Update 3 11 by @AntonioCarta in #1562
- Major BiC fix/reimplementation by @lrzpellegrini in #1550
- install all dependencies with pip by @AntonioCarta in #1568
- Improve support for PyTorch 2.* and Python>=3.8 by @lrzpellegrini in #1571
- Improvements of the checkpoint functionality and memory occupation of DER by @lrzpellegrini in #1567
- Feature replay and feature distillation (CIL Exfree) by @AlbinSou in #1535
- WIP: Remove conda files by @AntonioCarta in #1561
- Fix install issue of quadprog when using Python 3.11 by @lrzpellegrini in #1574
- Fix quadrprog dependency in CI by @lrzpellegrini in #1575
- FZTH Notebooks for the New Release by @HamedHemati in #1589
- Fix multiple inheritance in Python 3.11 by @lrzpellegrini in #1587
New Contributors
- @GeremiaPompei made their first contribution in #1472
- @malashinroman made their first contribution in #1524
- @viajeraune made their first contribution in #1545
- @gogamid made their first contribution in #1555
Full Changelog: v0.4.0...v0.5.0