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google-deepmind
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optax
Optax is a gradient processing and optimization library for JAX.
https://optax.readthedocs.io
Apache License 2.0
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FIX RST formatting in inject hyperparams
#867
fabianp
closed
4 months ago
0
[DOC] Add to the gallery an example on a small language model
#866
copybara-service[bot]
closed
3 months ago
0
Utility to set value in a pytree (and so in state)
#865
copybara-service[bot]
closed
4 months ago
0
Document the extra args of the update function in docstring
#864
copybara-service[bot]
closed
4 months ago
0
Warn that in future arguments after the initial (prediction, ground_truth) positional arguments will become keyword-only in optax losses.
#863
copybara-service[bot]
closed
4 months ago
0
Test on Python 3.12
#862
fabianp
opened
4 months ago
1
[IGNORE] dummy commit to see if RDT build upon pull requests
#861
fabianp
closed
4 months ago
0
Error in the lookahead optimizer example
#860
fabianp
closed
3 months ago
0
Utility to extract value from pytree (and so from state)
#859
copybara-service[bot]
closed
4 months ago
0
ENH: extend power_iteration to accept a matrix in implicit form
#858
copybara-service[bot]
closed
3 months ago
0
Added mathematical description to Noisy SGD
#857
hmludwig
closed
4 months ago
1
start of 0.2.2 development cycle
#856
copybara-service[bot]
closed
4 months ago
0
0.2.1 release
#855
copybara-service[bot]
closed
4 months ago
0
Broken tarball for release `v0.2.0`
#854
daskol
closed
4 months ago
3
Fix sign discrepancy in tolerance in scale_by_backtracking_linesearch
#853
copybara-service[bot]
closed
4 months ago
0
Document in docstring recent API changes in _tree_math.py
#852
copybara-service[bot]
closed
4 months ago
0
Reference reduce on plateau example from docstring
#851
copybara-service[bot]
closed
4 months ago
0
Break the scale_by_backtracking_linesearch docstring example for better readability
#850
copybara-service[bot]
closed
4 months ago
0
"dadapt_adamw, combine, prodigy" occur "TypeError: 'type' object is not subscriptable."
#849
sbb2002
closed
4 months ago
1
typo power_iteratio -> power_iteration
#847
copybara-service[bot]
closed
4 months ago
0
Clarity improvements for scale_by_backtracking_linesearch docstring
#846
copybara-service[bot]
closed
4 months ago
0
Begin of 0.2.1 development
#845
copybara-service[bot]
closed
4 months ago
0
v0.2.0 release
#844
copybara-service[bot]
closed
4 months ago
0
Document how to add Examples and test them in docs.
#843
copybara-service[bot]
closed
4 months ago
0
Remove multi_normal from docs (in utilities.rst) or add dosctring to multi_normal (in utils.py).
#842
vroulet
closed
5 days ago
0
Use sphinx-contributors for an automated contributors list.
#841
fabianp
closed
4 months ago
0
Avoid multiplication of boolean arrays
#840
copybara-service[bot]
closed
4 months ago
0
Add mathematical formula in docstring of linear_schedule
#839
copybara-service[bot]
closed
4 months ago
0
FIX "gallery.rst:5: WARNING: Title underline too short."
#838
copybara-service[bot]
closed
4 months ago
0
Moved linear algebra operations into utilities
#837
hmludwig
closed
4 months ago
4
Fixed the rendering of equations in jupyter notebooks
#836
hmludwig
closed
4 months ago
1
Inconsistencies in schedules API
#835
fabianp
opened
4 months ago
4
Fixed the Sharpness aware minimization docstring
#834
hmludwig
closed
4 months ago
4
Use better steop-size in doctest.
#833
copybara-service[bot]
closed
4 months ago
0
Remove misleading information bout zeroing gradients decreasing objective
#832
copybara-service[bot]
closed
4 months ago
0
Move linear algebra operations into utilities
#831
fabianp
closed
4 months ago
0
Detail SGD with momentum equations.
#830
copybara-service[bot]
closed
4 months ago
0
Math not being displayed in ogda_example.ipynb
#829
fabianp
closed
4 months ago
0
incompatibility between zero_nans() and MultiSteps
#828
TheMr33
closed
4 months ago
5
adding a perturbations module. Can take pytrees as inputs
#827
copybara-service[bot]
opened
4 months ago
0
Bad docstring formatting for SAM
#826
fabianp
closed
4 months ago
0
adding tree utils for generating trees with random values and averaging across trees.
#825
copybara-service[bot]
closed
4 months ago
0
Clarify formula for cosine learning rate.
#823
copybara-service[bot]
closed
4 months ago
0
Refactoring and link fixes in development.md
#822
fabianp
closed
4 months ago
0
adding tree utils for generating trees with random values and averaging across trees.
#821
copybara-service[bot]
closed
4 months ago
0
FIX doctest format in TransformUpdateExtraArgsFn
#820
copybara-service[bot]
closed
4 months ago
0
Experimenting with typing of OptState
#819
copybara-service[bot]
closed
4 months ago
0
Add Example, Args and Returns section to optax.linear_schedule
#818
copybara-service[bot]
closed
4 months ago
0
Hessian vector product and Gauss-Newton vector product utilities.
#817
copybara-service[bot]
opened
5 months ago
0
allow wrappers.flatten to work with 0-dim arrays
#816
copybara-service[bot]
closed
5 months ago
0
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