Pitorch

A zamanin basirar ɗan adam da zurfin koyo, PyTorch sanannen ɗakin karatu ne na koyon injin buɗe ido don Python tare da ƙididdigar tensor da hanyoyin sadarwa mai zurfi. Ɗaya daga cikin abubuwa masu amfani da yawa shine PyTorchVideo, wanda shine kayan aiki na musamman da aka tsara don ayyukan fahimtar bidiyo. A cikin wannan labarin, za mu shiga cikin duniyar PyTorchVideo, matsalolin da zai iya taimaka mana mu magance, kuma mu bi ku ta hanyar aiwatar da shi.

Kara karantawa

A cikin duniyar koyon injin da hankali na wucin gadi, ya zama ruwan dare a yi aiki tare da ** da aka riga aka horar da su ** don cimma sakamako mai sauri da inganci. An riga an horar da waɗannan samfuran akan manyan bayanan bayanai kuma a shirye suke da gaske don amfani. Loda samfurin da aka riga aka horar zai iya adana lokaci mai yawa da albarkatu idan aka kwatanta da farawa daga karce. A cikin wannan labarin, za mu bincika yadda ake loda samfurin da aka riga aka horar da shi ta amfani da Python, musamman mai da hankali kan ɗakin karatu mai zurfi da ake amfani da shi sosai mai suna TensorFlow. Za mu samar da mafita ga matsalar, tattauna dakunan karatu da ayyuka da suka wajaba, sannan mu yi tafiya ta hanyar bayanin mataki-mataki na lambar.

Kara karantawa

A cikin 'yan shekarun nan, an sami karuwar sha'awar sarrafa harshe na dabi'a (NLP) da koyan na'ura, godiya ga haɓaka samfura masu ƙarfi kamar Hugging Face's Transformers. Waɗannan samfuran sun kawo sauyi yadda muke yin nazari da sarrafa rubutu, suna ba da mafi kyawun fahimta da fahimta. Daidaitawar waɗannan samfuran ya zama sanannen batu, saboda yana ba masu haɓaka damar keɓance samfuran da aka riga aka horar zuwa takamaiman ayyukansu kuma cimma babban aiki. A cikin wannan labarin, za mu tattauna yadda za a gyara ƙirar Fuskar Hugging, ta hanyar bayanin mataki-mataki na lambar, da zurfafa cikin wasu batutuwa, ayyuka, da ɗakunan karatu masu alaƙa da wannan tsari.

Kara karantawa

Hanyoyin salon suna zuwa suna tafiya, amma tushen tushe a cikin salo, kamanni, da haɗuwa sau da yawa ana iya gano su ta tarihin salon. A cikin wannan labarin, zamu bincika nau'ikan daban-daban, daga gargajiya don gwaji, ka kuma samar da fahimi a kan launuka da riguna da suka fi dacewa kowannensu. Za mu kuma tabo tarihin kowane salo, mu nutse cikin asalinsu da juyin halittarsu na tsawon lokaci. Ko kai gogaggen fashionista ne ko kuma ka fara shiga cikin salon salo, akwai abin da za ka koya ga kowa da kowa.

Kara karantawa

Duniyar nazarin bayanai galibi tana buƙatar yin aiki tare da bayanan jerin lokaci, kuma wata dabara ta gama gari da ake amfani da ita wajen sarrafa irin waɗannan bayanan tana amfani da manufar mirgina taga. Taga mai birgima, wani lokacin ana kiranta da taga mai motsi ko taga mai zamewa, hanya ce da ke ba mu damar raba saitin bayanan mu zuwa ƙananan guntu, sarrafa su, da samun fa'ida mai fa'ida daga jerin abubuwan da aka haifar. Ana amfani da wannan fasaha mai ƙarfi sosai a fannin kuɗi, hasashen hasashen, da kuma bincike na zamani, yana mai da shi fasaha mai mahimmanci don samun cikin akwatin kayan aikin bincike. A cikin wannan labarin, za mu bincika manufar taga mai birgima, magance matsala, warware matsalarta zuwa matakai masu sauƙin fahimta, da tattauna dakunan karatu da ayyukan Python masu alaƙa waɗanda za su iya sauƙaƙa rayuwarmu.

Kara karantawa

A cikin duniyar ci gaban software ta yau, sarrafa abubuwan dogaro da tabbatar da ingantaccen aiki na aikace-aikace a kan dandamali daban-daban sun zama mahimmanci. Ɗaya daga cikin yarukan shirye-shirye da ake amfani da su sosai, Python, yana ba da cikakkiyar yanayin yanayin ɗakunan karatu da abin dogaro don biyan buƙatun aikace-aikace iri-iri. Anaconda, sanannen rarraba Python, yana sauƙaƙe wannan tsari ta hanyar samar da yanayi mai sauƙin amfani don sarrafa abin dogaro da aiki akan tsarin Windows. A cikin wannan labarin, za mu buɗe ɓoyayyiyar sarrafa abubuwan dogaro ta amfani da Anaconda kuma mu nuna hanyoyin da suka dace don magance wannan batu. A kan hanyar, za mu bincika dakunan karatu na Python daban-daban da ayyuka waɗanda za su iya taimakawa cikin wannan tsari.

Kara karantawa

Fashion a koyaushe ya kasance masana'anta mai ƙarfi da ci gaba a koyaushe, inda sabbin abubuwa ke fitowa kuma ana sake duba tsofaffi kuma ana sake tunani. Daga kyawawan abubuwan da suka gabata zuwa yanayin gwaji na yau, fashion shine nau'i mai mahimmanci na nuna kai da alamar mutum. Don bincika wannan batu mai ban sha'awa, za mu shiga cikin tarihin salon salo iri-iri, mu bincika tufa da launuka waɗanda suka ayyana su, kuma mu ɗauki kwazo daga mafi kyawun kamannin titin jirgin sama. A kan hanyar, za mu ma ga yadda Python zai iya taimaka mana mu fahimci ƙulla-ƙulla na salon. Don haka, bari mu fara kan wannan binciken na zamani da fasaha.

Kara karantawa

Duniyar kayan kwalliya koyaushe tana ci gaba, tare da sabbin salo, kamanni, da abubuwan da ke fitowa akai-akai. Ko kai mai zane ne da ke neman wahayi ko kuma kawai mai sha'awar salon, fahimtar waɗannan salo iri-iri yana da mahimmanci don ci gaba da sabuntawa akan sabbin abubuwan da suka faru. A cikin wannan cikakkiyar jagorar, muna da nufin rufe ɓoyayyiyar salo na salo, kamannuna, da abubuwan da ke faruwa a cikin salo daban-daban, tare da tarihin bayan kowane salo da hanyar tufa. Bugu da ƙari, za mu bincika rawar shirye-shirye, musamman Python, a cikin duniyar fashion da SEO.

Kara karantawa

Gabatarwa

A cikin duniyar da ke tasowa cikin sauri na zurfafa ilmantarwa da cibiyoyin sadarwa na jijiyoyi, ɗakunan karatu da tsarin aiki suna da mahimmanci don sauƙaƙe da haɓaka tsarin ci gaba. Walƙiya PyTorch ɗaya ce irin wannan ɗakin karatu mai ƙarfi wanda aka gina a saman mashahurin PyTorch. An tsara walƙiya don ba da damar Masana Kimiyyar Bayanai da Injiniyoyi na ML don auna ƙirar su cikin sauƙi, guje wa lambar tukunyar jirgi, da haɓaka iya karantawa gabaɗaya. Koyaya, yayin aiki tare da walƙiya na PyTorch, sau da yawa kuna iya samun kanku kuna fuskantar matsaloli kamar kuskuren sifa 'pytorch_lightning.metrics'. A cikin wannan labarin, za mu magance matsalar kuma za mu bi ku ta hanyar magance ta, mu karya lambar don ƙarin fahimta. Bugu da ƙari, za mu tattauna dakunan karatu masu alaƙa da ayyukan da ke cikin warware wannan batu.

Kara karantawa