IPytorch

Ngeli xesha lobukrelekrele bokwenziwa kunye nokufunda nzulu, iPyTorch lithala leencwadi elivulekileyo lokufunda lomatshini lePython elinoxinzelelo lwe-tensor kunye nothungelwano olunzulu lwe-neural. Enye yezinto zayo ezininzi eziluncedo yiPyTorchVideo, esisixhobo esenzelwe ngokukodwa imisebenzi yokuqonda ividiyo. Kweli nqaku, siza kuphanda kwihlabathi lePyTorchVideo, iingxaki ezinokusinceda ukuba sijongane nazo, kwaye sihambe nawe ekuphunyezweni kwayo.

Funda Okuninzi

Ehlabathini lokufunda koomatshini kunye nobukrelekrele bokwenziwa, kuqhelekile ukusebenza kunye ** neemodeli eziqeqeshwe kwangaphambili ** ukufezekisa iziphumo ezikhawulezayo nezichanekileyo. Ezi modeli sele ziqeqeshiwe kwiiseti zedatha ezinkulu kwaye zikulungele ukusetyenziswa. Ukulayisha imodeli eqeqeshelwe kwangaphambili kunokonga ixesha elininzi kunye nezixhobo xa kuthelekiswa nokuqala ekuqaleni. Kweli nqaku, siza kuphonononga indlela yokulayisha imodeli eqeqeshiweyo kusetyenziswa iPython, sigxile ngakumbi kwithala leencwadi lokufunda elisetyenziswa ngokubanzi elibizwa ngokuba yiTensorFlow. Siza kubonelela ngesisombululo kwingxaki, sixoxe ngamathala eencwadi ayimfuneko kunye nemisebenzi, kwaye sihambe ngesinyathelo-by-step inkcazo yekhowudi.

Funda Okuninzi

Kwiminyaka yakutshanje, kukho umdla okhulayo wokulungiswa kolwimi lwendalo (NLP) kunye nokufunda koomatshini, ngenxa yophuhliso lweemodeli ezinamandla ezifana ne-Hugging Face's Transformers. Le mifuziselo iye yatshintsha indlela esihlalutya ngayo kwaye siqhuba isicatshulwa, ibonelela ngezimvo ezingcono kunye nokuqonda. Ukulungiswa kakuhle kwezi modeli kuye kwaba sisihloko esithandwayo, njengoko kuvumela abaphuhlisi ukuba benze iimodeli eziqeqeshwe kwangaphambili kwimisebenzi yabo ethile kwaye bafezekise ukusebenza okuphezulu. Kweli nqaku, siza kuxubusha indlela yokulungisa kakuhle imodeli ye-Hugging Face Transformer, uhambe ngesinyathelo-nge-nyathelo inkcazo yekhowudi, kwaye uhlolisise izihloko ezihambelanayo, imisebenzi, kunye namathala eencwadi abandakanyekayo kule nkqubo.

Funda Okuninzi

Iimfashini zefashoni ziza kwaye zihamba, kodwa iziseko ezisisiseko kwizitayile, inkangeleko, kunye neendibaniselwano zihlala zilandelwa kwimbali yefashoni. Kweli nqaku, siza kuphonononga izitayile ezahlukeneyo, ukusuka kwiklasikhi ukuya kuvavanyo, kunye nokubonelela ngemibono kwimibala kunye neengubo ezibonisa kakuhle nganye. Siza kuchaphazela nembali yesimbo ngasinye, singene kwimvelaphi yabo kunye nendaleko ngokuhamba kwexesha. Nokuba ungumdlali wefashoni onamava okanye usaqala ukudlala kwifashoni, kukho into ekufuneka uyifunde kumntu wonke.

Funda Okuninzi

Ihlabathi lohlalutyo lwedatha lihlala lifuna ukusebenza ngoluhlu lwedatha, kwaye ubuchule obuqhelekileyo obusetyenziswa ekuphatheni idatha enjalo kusebenzisa ingqikelelo ye ifestile eqengqelekayo. Ifestile eqengqelekayo, ngamanye amaxesha ekubhekiselwa kuyo njengefestile eshukumayo okanye ifestile etyibilikayo, yindlela esivumela ukuba sahlule isethi yedatha yethu ibe ziziqwengana ezincinci, siziqhubele, kwaye sifumane ulwazi oluluncedo kuthotho oluphumayo. Obu buchule bunamandla busetyenziswa kakhulu kwezemali, kuqikelelo, kunye nohlalutyo lwentsingiselo, nto leyo isenza ukuba ibe sisakhono esibalulekileyo sokuba nebhokisi yakho yezixhobo zohlalutyo. Kweli nqaku, siza kuphonononga ingcamango yefestile eqengqelekayo, sijongane nengxaki, sichithe isisombululo saso sibe ngamanyathelo alula ukuwaqonda, kwaye sixoxe ngamathala eencwadi ePython anxulumeneyo kunye nemisebenzi enokwenza ubomi bethu bube lula.

Funda Okuninzi

Kwihlabathi lanamhlanje lophuhliso lwesoftware, ukulawula ukuxhomekeka kunye nokuqinisekisa ukusebenza ngokutyibilikayo kwezicelo kumaqonga ohlukeneyo kuye kwabaluleke kakhulu. Enye yeelwimi ezisetyenziswa ngokubanzi, iPython, ibonelela ngenkqubo yendalo ebanzi yamathala eencwadi kunye nokuxhomekeka ekuhlangabezaneni noluhlu olubanzi lweemfuno zesicelo. I-Anaconda, usasazo oludumileyo lwePython, lwenza lula le nkqubo ngokubonelela ngendawo ekulula ukuyisebenzisa yokulawula ukuxhomekeka kunye nokusebenza kwiinkqubo zeWindows. Kule nqaku, siza kutyhila ubuqhetseba bokulawula ukuxhomekeka usebenzisa i-Anaconda kwaye sibonise iindlela ezifanelekileyo zokujongana nalo mbandela. Endleleni, siza kuphonononga amathala eencwadi ahlukeneyo ePython kunye nemisebenzi enokunceda kule nkqubo.

Funda Okuninzi

Ifashoni ibisoloko ilushishino oluguquguqukayo nolusoloko luvela, apho kuvela iindlela ezintsha kunye nezindala ziphinda ziqwalaselwe kwaye ziphinde ziqwalaselwe. Ukususela kubuhle bexesha elidlulileyo ukuya kwiindlela zokulinga zanamhlanje, imfashini yindlela ebalulekileyo yokuzibonakalisa kunye nesimboli somntu ngamnye. Ukuphonononga lo mxholo unika umdla, siza kungena kwimbali yezitayile ezahlukeneyo zefashoni, sihlalutye iimpahla kunye nemibala ezichazayo, kwaye sithathe impembelelo kowona mgaqo weenqwelomoya ubalaseleyo. Endleleni, siza kubona nokuba iPython ingasinceda njani ukuba sibuqonde ngcono ubucukubhede befashoni. Ke, masiqalise kolu phononongo lwefashoni kunye netekhnoloji.

Funda Okuninzi

Ihlabathi lefashoni lihlala livela, kunye nezimbo ezitsha, inkangeleko, kunye neendlela ezivela rhoqo. Nokuba ungumyili ofuna inkuthazo okanye uthanda nje ifashoni, ukuqonda ezi zimbo zahlukeneyo kubalulekile ukuze uhlale uhlaziywa kuphuhliso lwamva nje. Kwesi sikhokelo sibanzi, sijonge ekugqumeni ubucukubhede beendlela ezahlukeneyo, inkangeleko, kunye neendlela zefashoni, kunye nembali ngasemva kwesitayile ngasinye kunye nendlela yokunxiba. Ngaphaya koko, siza kuphonononga indima yenkqubo, ngakumbi iPython, kwihlabathi lefashoni kunye ne-SEO.

Funda Okuninzi

intshayelelo

Kwihlabathi elikhula ngokukhawuleza lokufunda nzulu kunye nothungelwano lwe-neural, amathala eencwadi kunye nesikhokelo zibalulekile ekwenzeni lula kunye nokukhawulezisa inkqubo yophuhliso. I-PyTorch Lightning lelinye ithala leencwadi elinamandla elakhelwe phezu kwePyTorch ethandwa kakhulu. Umbane wenzelwe ukuvumela iiNzululwazi zeDatha kunye neeNjineli zeML ukuba zilinganise ngokulula iimodeli zazo, ziphephe ikhowudi ye-boilerplate, kwaye ziphucule ukufunda ngokubanzi. Nangona kunjalo, ngelixa usebenza ngePyTorch Lightning, unokuzifumana ujongene nemiba efana nempazamo yophawu lwe-'pytorch_lightning.metrics'. Kweli nqaku, siza kujongana nengxaki kwaye sikuhambe ngesisombululo sayo, siphule ikhowudi yokuqonda okungcono. Ngaphezu koko, siza kuxoxa ngamathala eencwadi anxulumeneyo kunye nemisebenzi ebandakanyekayo ekusombululeni lo mba.

Funda Okuninzi