| 🔧 Contrib |
| =============== |
|
|
| Experimental features and algorithms that don't meet the |
| :ref:`inclusion_criteria`. |
|
|
| .. currentmodule:: optax.contrib |
|
|
| .. autosummary:: |
| cocob |
| COCOBState |
| dadapt_adamw |
| DAdaptAdamWState |
| differentially_private_aggregate |
| DifferentiallyPrivateAggregateState |
| dog |
| DoGState |
| dowg |
| DoWGState |
| dpsgd |
| mechanize |
| MechanicState |
| momo |
| MomoState |
| momo_adam |
| MomoAdamState |
| prodigy |
| ProdigyState |
| sam |
| SAMState |
| schedule_free |
| schedule_free_eval_params |
| ScheduleFreeState |
| split_real_and_imaginary |
| SplitRealAndImaginaryState |
| sophia |
| scale_by_sophia |
| SophiaState |
|
|
| Complex-valued Optimization |
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~ |
| .. autofunction:: split_real_and_imaginary |
| .. autoclass:: SplitRealAndImaginaryState |
|
|
| Continuous coin betting |
| ~~~~~~~~~~~~~~~~~~~~~~~ |
| .. autofunction:: cocob |
| .. autoclass:: COCOBState |
|
|
| D-adaptation |
| ~~~~~~~~~~~~ |
| .. autofunction:: dadapt_adamw |
| .. autoclass:: DAdaptAdamWState |
|
|
| Differentially Private Aggregate |
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ |
| .. autofunction:: differentially_private_aggregate |
| .. autoclass:: DifferentiallyPrivateAggregateState |
| .. autofunction:: dpsgd |
|
|
| Distance over Gradients |
| ~~~~~~~~~~~~~~~~~~~~~~~ |
| .. autofunction:: dog |
| .. autoclass:: DoGState |
| .. autofunction:: dowg |
| .. autoclass:: DoWGState |
|
|
| Mechanize |
| ~~~~~~~~~ |
| .. autofunction:: mechanize |
| .. autoclass:: MechanicState |
|
|
| Momo |
| ~~~~ |
| .. autofunction:: momo |
| .. autoclass:: MomoState |
| .. autofunction:: momo_adam |
| .. autoclass:: MomoAdamState |
|
|
| Prodigy |
| ~~~~~~~ |
| .. autofunction:: prodigy |
| .. autoclass:: ProdigyState |
|
|
| Schedule-Free |
| ~~~~~~~~~~~~~ |
| .. autofunction:: schedule_free |
| .. autofunction:: schedule_free_eval_params |
| .. autoclass:: ScheduleFreeState |
|
|
| Sharpness aware minimization |
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~ |
| .. autofunction:: sam |
| .. autoclass:: SAMState |
|
|
