Qeexid
Feature store-yadu waxay ka hortagaan kala-duwanaanshaha tababarka–adeegga (training–serving skew) iyagoo isticmaalaya isla qeexitaannada sifooyinka tababarka batch-ka iyo raadinta online-ka ee daahid-yare.
Waxay version geliyaan sifooyinka, waxay maamulaan saxnaanta waqtiga (point-in-time), oo badanaa waxay ku dhex biirsadaan warehouse-yada iyo processor-yada streaming-ka.
Si fudud
Waa dukaan xawaash oo la wadaago oo leh weelal calaamad leh — shef kasta (moodel) wuxuu isticmaalaa waxyaabaha isku qiyaastaas ah halkii uu si aan isu-ekayn cusub u dhisi lahaa cunto kasta.
Halka aad ka aragto
- Moodellada khiyaanada oo online akhriya sifooyinka halista cusub ee isticmaalaha.
- Nidaamyada talooyinka oo wadaagaya sifooyinka embedding-ka iyo dhaqdhaqaaqa.
Sida ay u shaqeyso
1.Qeex sifooyinka
Koodh ama config ayaa sheegaya beddelidda.
2.Fuli xisaabinta (materialize)
Xisaabinta batch iyo/ama streaming ayaa qoraya qiimayaasha.
3.Adeeg
Shaqooyinka tababarka iyo API-yada online-ku waxay akhriyaan sifooyin isku mid ah.
Maxay muhiim u tahay
- Feature store-yadu waxay kooxaha ML u fidiyaan gudaha script-yada notebook-ka hal-mar ah.
Inta badan la khaldo
Feature store waa kaliya miis kayd oo xog ah.
Qiimahiisu waa heshiisyada, isku-dhafka waqtiga saxda ah, iyo isku-raacsanaanta tababarka/adeegga — ma aha kaydinta oo keliya.