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Issues list

Benchmark of lbfgs 10 times slower that scipy on cpu
#1298 opened May 12, 2025 by organic-chemistry
4
Add optional weight decay to AdaBelief optimizer
#1290 opened May 1, 2025 by carlosgmartin
1
Add missing projections from jaxopt
#1280 opened Apr 27, 2025 by carlosgmartin
8 tasks
Muon for 4D parameters
#1271 opened Apr 18, 2025 by ZagButNoZig
5
NaNs with optax.losses.sigmoid_focal_loss
#1267 opened Apr 15, 2025 by tylersco
11
Rename optax.perturbations distribution method log_prob to unnormalized_log_prob
#1214 opened Mar 1, 2025 by carlosgmartin
7
Support for L-BFGS-B
#1187 opened Jan 31, 2025 by jithendaraa
1
Allow for specifying axis for optax.projections
#1182 opened Jan 26, 2025 by JesseFarebro
3
Renaming functions in tree_utils
#1163 opened Dec 29, 2024 by ataa1312
@rdyro
6
Addition of NLLoss and its variant
#1124 opened Oct 29, 2024 by Saanidhyavats
2
Updates dtype do not need to match params dtype but only grads dtype a priori
#1098 opened Oct 9, 2024 by vroulet
@vroulet
Each run of test.sh is very slow
#1091 opened Oct 5, 2024 by carlosgmartin
4
Support for loss function with auxiliary data in linesearch
#1053 opened Sep 10, 2024 by ro0mquy
4
Feature request: GaLore optimizer
#1028 opened Jul 26, 2024 by gil2rok
4
Timeline for JaxOpt migration
#977 opened May 28, 2024 by Joshuaalbert
35
unitwise_norm fails for 3D convolutions enhancement New feature or request
#906 opened Apr 5, 2024 by froody
1
Inconsistencies in schedules API good first issue Good for newcomers
#835 opened Feb 29, 2024 by fabianp
3 tasks
7
remove tensorflow as dependency for the examples
#656 opened Dec 5, 2023 by fabianp
@mmhamdy
7
New Example on creating a custom GradientTransformation documentation Improvements or additions to documentation
#652 opened Dec 2, 2023 by SauravMaheshkar
@SauravMaheshkar
2
optax.MultiSteps out of memory
#472 opened Jan 7, 2023 by ein-ich
@hbq1
15
Pytree-based Optimizers enhancement New feature or request
#432 opened Oct 4, 2022 by cgarciae
3
Problems when jitting Adafactor with inject_hyperparams.
#412 opened Sep 7, 2022 by mkunesch
@mkunesch
Type errors for general pytrees
#384 opened Jul 31, 2022 by brentyi
1
Add SPSA optimization method enhancement New feature or request help wanted Extra attention is needed
#357 opened Jun 9, 2022 by ankit27kh
8
Add __hash__ function to avoid unnecessary recompilations
#353 opened Jun 8, 2022 by dionhaefner
2
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