Syntho Engine cov ntaub ntawv txhawb nqa

Cov ntaub ntawv dab tsi tau txais kev txhawb nqa los ntawm Syntho?

Syntho txhawb txhua hom ntaub ntawv tabular

Syntho txhawb txhua daim ntawv ntawm cov ntaub ntawv tabular thiab tseem txhawb nqa cov ntaub ntawv nyuaj. Tabular cov ntaub ntawv yog ib hom kev tsim cov ntaub ntawv uas tau teeb tsa hauv kab thiab kab, feem ntau nyob rau hauv daim ntawv ntawm lub rooj. Feem ntau ntawm cov sij hawm, koj pom cov ntaub ntawv no hauv cov ntaub ntawv databases, spreadsheets, thiab lwm yam kev tswj cov ntaub ntawv.

Cov ntaub ntawv nyuaj

Cov ntaub ntawv nyuaj

Syntho txhawb nqa ntau cov ntaub ntawv loj thiab cov ntaub ntawv

Syntho txhawb nqa ntau cov ntaub ntawv loj thiab cov ntaub ntawv. Tsis tas li ntawd rau ntau lub rooj sib tham thiab cov ntaub ntawv databases, peb ua kom cov ntaub ntawv raug rau txhua txoj haujlwm tsim cov ntaub ntawv sib xyaw thiab ua kom pom qhov no los ntawm peb cov ntaub ntawv qhia zoo. Tsis tas li ntawd, SAS cov kws tshaj lij cov ntaub ntawv tau soj ntsuam thiab pom zoo peb cov ntaub ntawv hluavtaws los ntawm kev pom sab nraud.

Peb ua kom zoo dua peb lub platform kom txo qis cov kev xav tau ntawm kev suav (xws li tsis muaj GPU yuav tsum tau), yam tsis muaj kev cuam tshuam rau cov ntaub ntawv raug. Tsis tas li ntawd, peb txhawb nqa nws pib scaling, kom ib tug tuaj yeem tsim cov ntaub ntawv loj loj.

Tshwj xeeb tshaj yog rau cov rooj sib tham ntau cov ntaub ntawv thiab cov ntaub ntawv, peb cia li kuaj xyuas cov ntaub ntawv hom, schemas thiab hom kom ua kom cov ntaub ntawv raug. Rau ntau lub rooj database, peb txhawb cov lus tsis siv neeg kev sib raug zoo inference thiab synthesis rau khaws cia lub referential kev ncaj ncees. Thaum kawg, peb txhawb rau cov lus qhia thiab kab ke ua haujlwm yog li koj tuaj yeem teeb tsa koj txoj haujlwm tsim cov ntaub ntawv hluavtaws, thiab rau ntau lub rooj datasets thiab databases.

Preserved referential kev ncaj ncees

Syntho txhawb rau kev sib raug zoo ntawm rooj sib tham thiab kev sib txuas. Peb txiav txim siab thiab tsim cov yuam sij tseem ceeb thiab txawv teb chaws uas cuam tshuam txog koj lub hauv paus rooj thiab tiv thaiv kev sib raug zoo thoob plaws hauv koj cov ntaub ntawv thiab thoob plaws cov txheej txheem sib txawv kom khaws cia kev ncaj ncees ntawm kev xa mus. Cov kev sib raug zoo txawv teb chaws tau raug ntes los ntawm koj cov ntaub ntawv khaws cia kom muaj kev ncaj ncees. Xwb, ib tus tuaj yeem khiav lub scan txhawm rau txheeb xyuas qhov muaj peev xwm txawv teb chaws kev sib raug zoo (thaum cov yuam sij txawv teb chaws tsis tau txhais hauv cov ntaub ntawv, tab sis piv txwv li hauv daim ntawv thov txheej) lossis ib qho tuaj yeem ntxiv lawv manually.

Comprehensive rooj thiab kem ua haujlwm

Synthesize, duplicate lossis cais cov ntxhuav lossis kab rau koj nyiam. Thaum koj ua ke cov ntaub ntawv nrog ntau lub rooj, ib qho feem ntau xav kom muaj peev xwm teeb tsa cov ntaub ntawv tsim hluav taws xob ua haujlwm kom suav nrog thiab / lossis tshem tawm qhov xav tau ua ke ntawm cov ntxhuav.

Lub rooj hom:

  • Synthesize: Siv AI los ua ke lub rooj
  • Duplicate: luam lub rooj as-yog mus rau lub hom phiaj database
  • Exclude: cais lub rooj los ntawm lub hom phiaj database
multi table datasets

Cov ntaub ntawv nyuaj

Syntho txhawb nqa cov ntaub ntawv hluavtaws uas muaj cov ntaub ntawv teev sijhawm

Syntho tseem txhawb nqa cov ntaub ntawv teev sijhawm. lub sij hawm series cov ntaub ntawv yog ib hom ntawm cov ntaub ntawv uas yog sau thiab koom nyob rau hauv raws sij hawm kev txiav txim, nrog rau txhua cov ntaub ntawv point sawv cev rau ib tug tshwj xeeb point nyob rau hauv lub sij hawm. Hom ntaub ntawv no feem ntau siv nyob rau hauv ntau lub sectors. Qhov no tuaj yeem yog piv txwv li nyiaj txiag (piv txwv li nrog cov neeg siv khoom lag luam) lossis hauv kev kho mob (qhov twg cov neeg mob tau ua cov txheej txheem), thiab ntau lwm tus uas muaj cov qauv thiab cov qauv dhau sijhawm yog qhov tseem ceeb kom nkag siab.

Lub sij hawm series cov ntaub ntawv tuaj yeem sau tau ntawm qhov tsis tu ncua lossis tsis tu ncua. Cov ntaub ntawv tuaj yeem yog univariate, suav nrog ib qho kev sib txawv xws li qhov kub thiab txias, lossis ntau qhov sib txawv, muaj ntau qhov sib txawv uas ntsuas lub sijhawm, xws li cov khoom lag luam tus nqi lossis lub tuam txhab cov nyiaj tau los thiab cov nuj nqis.

Kev txheeb xyuas cov ntaub ntawv teev sijhawm feem ntau suav nrog kev txheeb xyuas cov qauv, qhov sib txawv, thiab kev hloov pauv raws caij nyoog raws sijhawm, nrog rau kev kwv yees txog cov txiaj ntsig yav tom ntej raws li cov ntaub ntawv yav dhau los. Cov kev nkag siab tau txais los ntawm kev txheeb xyuas lub sijhawm cov ntaub ntawv tuaj yeem siv rau ntau yam kev siv, xws li kev kwv yees muag, kwv yees huab cua, lossis kuaj pom qhov tsis sib xws hauv lub network. Yog li ntawd, kev txhawb nqa rau cov ntaub ntawv series yog feem ntau xav tau thaum muab cov ntaub ntawv sib txuas.

Txhawb hom sijhawm series cov ntaub ntawv

Auto-correlations muaj nyob rau hauv peb daim ntawv qhia kev ruaj ntseg zoo

Cov ntaub ntawv txhawb nqa

Syntho txhawb txhua hom ntaub ntawv tabular

Cov Ntaub Ntawv Hom Hauj lwm Piv txwv li
Integer Tus lej tag nrho yam tsis muaj tus lej lej, qhov zoo lossis qhov tsis zoo 42
Ntab Tus lej lej nrog tus lej finite lossis infinite tus lej ntawm tus lej lej, qhov zoo lossis qhov tsis zoo 3,14
Tub Npis Tus nqi binary Tseeb los tsis tseeb, yog los yog tsis thiab lwm yam.
txoj hlua Ib ntu ntawm cov cim, xws li cov tsiaj ntawv, tus lej, cov cim, lossis qhov chaw, uas sawv cev rau cov ntawv, pawg lossis lwm yam ntaub ntawv "Nyob zoo, ntiaj teb!"
Hnub / Lub Sij Hawm Tus nqi sawv cev rau qhov tshwj xeeb hauv lub sijhawm, hnub tim, lub sijhawm, lossis ob qho tib si (txhua cov ntaub ntawv / lub sijhawm tau txais kev txhawb nqa) 2023-02-18 13:45:00
Nruas Ib hom ntaub ntawv nyuaj uas tuaj yeem muaj ntau yam txiaj ntsig thiab cov khoom, tseem hu ua phau ntawv txhais lus, daim ntawv qhia, lossis lub rooj hash { "name": "John", "age": 30, "address": "123 Main St." }
array Kev txiav txim sau cov txiaj ntsig ntawm tib hom, tseem hu ua ib daim ntawv lossis vector [1, 2, 3, 4, 5, XNUMX, XNUMX, XNUMX]
thov Tus nqi tshwj xeeb sawv cev rau qhov tsis muaj cov ntaub ntawv, feem ntau siv los qhia txog tus nqi ploj lossis tsis paub null
Ximxoo Ib tus cim, xws li tsab ntawv, tus lej, lossis cim 'A'
Lwm yam Lwm daim ntawv ntawm cov ntaub ntawv tabular tau txais kev txhawb nqa

Tus neeg siv cov ntaub ntawv

Thov Syntho cov ntaub ntawv siv!