@@ -12,13 +12,13 @@ documentation = "https://pytorch-optimizers.readthedocs.io/en/latest"
1212keywords = [
1313 " pytorch" , " deep-learning" , " optimizer" , " lr scheduler" , " A2Grad" , " ASGD" , " AccSGD" , " AdaBelief" , " AdaBound" ,
1414 " AdaDelta" , " AdaFactor" , " AdaMax" , " AdaMod" , " AdaNorm" , " AdaPNM" , " AdaSmooth" , " AdaHessian" , " Adai" , " Adalite" ,
15- " AdamP" , " AdamS" , " Adan" , " AggMo" , " Aida" , " AliG" , " Amos" , " Apollo" , " AvaGrad" , " bSAM" , " CAME" , " DAdaptAdaGrad " ,
16- " DAdaptAdam" , " DAdaptAdan" , " DAdaptSGD" , " DAdaptLion" , " DiffGrad" , " FAdam" , " Fromage" , " GaLore" , " Gravity " ,
17- " GrokFast" , " GSAM" , " Kate" , " Lamb" , " LARS" , " Lion" , " LOMO" , " Lookahead" , " MADGRAD" , " MSVAG" , " Nero" , " NovoGrad " ,
18- " PAdam" , " PCGrad" , " PID" , " PNM" , " Prodigy" , " QHAdam" , " QHM" , " RAdam" , " Ranger" , " Ranger21" , " RotoGrad" , " SAM " ,
19- " ScheduleFreeSGD" , " ScheduleFreeAdamW" , " SGDP" , " Shampoo" , " ScalableShampoo" , " SGDW" , " SignSGD" , " SM3" , " SopihaH " ,
20- " SRMM" , " StableAdamW" , " SWATS" , " Tiger" , " WSAM" , " Yogi" , " BCE" , " BCEFocal" , " Focal" , " FocalCosine" , " SoftF1 " ,
21- " Dice" , " LDAM" , " Jaccard" , " Bi-Tempered" , " Tversky" , " FocalTversky" , " LovaszHinge" , " bitsandbytes" , " WSD" ,
15+ " AdamMini " , " AdamP" , " AdamS" , " Adan" , " AggMo" , " Aida" , " AliG" , " Amos" , " Apollo" , " AvaGrad" , " bSAM" , " CAME" ,
16+ " DAdaptAdaGrad " , " DAdaptAdam" , " DAdaptAdan" , " DAdaptSGD" , " DAdaptLion" , " DiffGrad" , " FAdam" , " Fromage" , " GaLore" ,
17+ " Gravity " , " GrokFast" , " GSAM" , " Kate" , " Lamb" , " LARS" , " Lion" , " LOMO" , " Lookahead" , " MADGRAD" , " MSVAG" , " Nero" ,
18+ " NovoGrad " , " PAdam" , " PCGrad" , " PID" , " PNM" , " Prodigy" , " QHAdam" , " QHM" , " RAdam" , " Ranger" , " Ranger21" , " RotoGrad" ,
19+ " SAM " , " ScheduleFreeSGD" , " ScheduleFreeAdamW" , " SGDP" , " Shampoo" , " ScalableShampoo" , " SGDW" , " SignSGD" , " SM3" ,
20+ " SopihaH " , " SRMM" , " StableAdamW" , " SWATS" , " Tiger" , " WSAM" , " Yogi" , " BCE" , " BCEFocal" , " Focal" , " FocalCosine" ,
21+ " SoftF1 " , " Dice" , " LDAM" , " Jaccard" , " Bi-Tempered" , " Tversky" , " FocalTversky" , " LovaszHinge" , " bitsandbytes" , " WSD" ,
2222]
2323classifiers = [
2424 " License :: OSI Approved :: Apache Software License" ,
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