@@ -17,10 +17,11 @@ keywords = [
1717 " DAdaptLion" , " DeMo" , " DiffGrad" , " EXAdam" , " FAdam" , " FOCUS" , " Fromage" , " FTRL" , " GaLore" , " Grams" , " Gravity" ,
1818 " GrokFast" , " GSAM" , " Kate" , " Lamb" , " LaProp" , " LARS" , " Lion" , " LOMO" , " Lookahead" , " MADGRAD" , " MARS" , " MSVAG" ,
1919 " Muno" , " Nero" , " NovoGrad" , " OrthoGrad" , " PAdam" , " PCGrad" , " PID" , " PNM" , " Prodigy" , " PSGD" , " QHAdam" , " QHM" ,
20- " RAdam" , " Ranger" , " Ranger21" , " RotoGrad" , " SAM" , " ScheduleFreeSGD" , " ScheduleFreeAdamW" , " ScheduleFreeRAdam" ,
21- " SGDP" , " Shampoo" , " ScalableShampoo" , " SGDW" , " SignSGD" , " SM3" , " SOAP" , " SopihaH" , " SPAM" , " SRMM" , " StableAdamW" ,
22- " SWATS" , " TAM" , " Tiger" , " TRAC" , " WSAM" , " Yogi" , " BCE" , " BCEFocal" , " Focal" , " FocalCosine" , " SoftF1" , " Dice" ,
23- " LDAM" , " Jaccard" , " Bi-Tempered" , " Tversky" , " FocalTversky" , " LovaszHinge" , " bitsandbytes" , " WSD" , " QGaLore" ,
20+ " RAdam" , " Ranger" , " Ranger21" , " RotoGrad" , " SAM" , " GCSAM" , " LookSAM" , " ScheduleFreeSGD" , " ScheduleFreeAdamW" ,
21+ " ScheduleFreeRAdam" , " SGDP" , " Shampoo" , " ScalableShampoo" , " SGDW" , " SignSGD" , " SM3" , " SOAP" , " SopihaH" , " SPAM" ,
22+ " SRMM" , " StableAdamW" , " SWATS" , " TAM" , " Tiger" , " TRAC" , " WSAM" , " Yogi" , " BCE" , " BCEFocal" , " Focal" , " FocalCosine" ,
23+ " SoftF1" , " Dice" , " LDAM" , " Jaccard" , " Bi-Tempered" , " Tversky" , " FocalTversky" , " LovaszHinge" , " bitsandbytes" , " WSD" ,
24+ " QGaLore" ,
2425]
2526classifiers = [
2627 " License :: OSI Approved :: Apache Software License" ,
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