What's Changed
- Begin of 0.2.0 development by @copybara-service in #766
- Remove unnecessary %pip install statements from the notebooks by @JayJayleee in #762
- Updates warmup_cosine_decay_schedule to allow 0 as peak_value. Currently it errors out as divide by 0. by @copybara-service in #770
- fixed math flex direction by @copybara-service in #775
- Docstrings for all solvers with Objective Function values by @copybara-service in #771
- Misc improvements in
adversarial_training.ipynbby @copybara-service in #776 - Solver API (wip) by @copybara-service in #777
- Detail that learning_rate can be scalar or a schedule. by @copybara-service in #778
- workaround for pylint issues by @fabianp in #783
- correct type annotation for
paramsby @yixiaoer in #785 - Ensure no execution of slow notebooks. by @copybara-service in #788
- [DOC] merge development and design_docs into a single file by @fabianp in #789
- Add development information in README. by @mblondel in #790
- Solve #767, some examples not being displayed on the webpage by @fabianp in #791
- Add missing examples to contrib examples section. by @fabianp in #794
- Make EmptyState a valid ArrayTree by @copybara-service in #752
- Improve error message for
cosine_decay_schedule. by @copybara-service in #797 - move DPSGD docs to contrib/ section by @WangHanSolo in #782
- Adjusted 'test.sh' for universal macOS and Linux Compatibility by @hmludwig in #804
- Benchmark recommendations. by @copybara-service in #807
- Removed 'examples/quick_start.ipynb' and adjusted references. by @hmludwig in #811
- [DOC] streamline sidebar of gallery by @fabianp in #810
- [FIX] bad indentation in the docstring of nadam by @fabianp in #812
- Backtracking linesearch. by @copybara-service in #795
- Fixing backtracking linesearch support on gpus by @copybara-service in #814
- allow wrappers.flatten to work with 0-dim arrays by @copybara-service in #816
- Add Example, Args and Returns section to optax.linear_schedule by @copybara-service in #818
- FIX doctest format in TransformUpdateExtraArgsFn by @copybara-service in #820
- Refactoring and link fixes in development.md by @fabianp in #822
- Clarify formula for cosine learning rate. by @copybara-service in #823
- Detail SGD with momentum equations. by @copybara-service in #830
- Fixed the rendering of equations in jupyter notebooks by @hmludwig in #836
- Fixed the Sharpness aware minimization docstring by @hmludwig in #834
- FIX "gallery.rst:5: WARNING: Title underline too short." by @copybara-service in #838
- Moved linear algebra operations into utilities by @hmludwig in #837
- adding tree utils for generating trees with random values and averaging across trees. by @copybara-service in #825
- v0.2.0 release by @copybara-service in #844
New Contributors
- @JayJayleee made their first contribution in #762
- @yixiaoer made their first contribution in #785
- @mblondel made their first contribution in #790
- @WangHanSolo made their first contribution in #782
- @hmludwig made their first contribution in #804
Full Changelog: v0.1.9...v0.2.0