Google Colaboratory okanye Google Colab

UGoogle ubambisene kwiJupyter Notebook yabaphuhlisi bakaGoogle

Ukusebenzisana, okwabizwa ngokuba I-Google Colab Yimveliso yoPhando lukaGoogle kwaye isetyenziselwa ukubhala nokuqhuba iPython kunye nezinye iilwimi ezivela kwisikhangeli sethu.

Yintoni

Ndikushiya isikhokelo sabaqalayo abancedisa ngokugqibeleleyo eli nqaku

IColab isingathwe nguJupyter'

Isebenza ngokuchanekileyo njengeJupyter, uyabona inqaku lethu. Zincwadi zamanqaku okanye iincwadana zokubhala ezisekwe kwiiseli ezinokuba yimibhalo, imifanekiso okanye ikhowudi, kweli nqanaba lePython, kuba ngokungafaniyo neJupyter Colab okwangoku kuphela enokusetyenziswa yi-Python kernel, bathetha ngokuphumeza ezinye kamva ezinje ngeR, Scala, njl. , kodwa akukho umhla uchaziweyo.

Yindlela ekhawulezayo yokuvavanya ikhowudi ngaphandle kokumisela izixhobo kunye nokungena kwihlabathi U kufunda, Ukufunda okunzulu, ubukrelekrele bokuzenzela kunye nesayensi yedatha. Ilungele nootitshala kuba ngokusekwe kwiJupyter sinokwabelana ngeeprojekthi nabanye abantu ngokungathi sisebenzisa iJupyter Hub.

Singasebenzisa nayiphi na imisebenzi ye-python, sinokusebenzisa iTensorFlow, iKeras, Numpy, masihambe sonke iilayibrari zabo.

Isinika inkonzo yasimahla ye-GPU kunye ne-TPU,

https://www.youtube.com/watch?v=fbohlNYtCFo

Bayinxalenye yeqela lomphuhlisi le-https: //colaboratory.jupyter.org/welcome/

Le nkonzo ayihlawulelwa kodwa sifuna iakhawunti ye-Gmail. Idatha yeNqaku lencwadi igcinwe kwiGoogle Drayivu yethu. Kwaye sinokugcina kwaye silayishe iincwadana ezivela eGithub ngokunjalo. Ukongeza ekungeniseni iiprojekthi ezivela eJupyter okanye ukuzithumela kwelinye ilizwe. Isebenza ngeefayile .ipynb

ukuthumela iincwadana zecolab kumazwe angaphandle

Kucacile ukuba izixhobo zeHardware zilinganiselwe. Awuyi kuba nakho ukwenza iiprojekthi ezifuna ubalo olukhulu. Ukuba uyayithanda le nkqubo kwaye ufuna ukuyisebenzisa kwiiprojekthi eziphambili, unokuhlala uhlawulela iPro okanye iPro +. Ndiza kugxila kokukhululekileyo.

Ngomhla wakhe ndandisele ndithethile ngendlela enye yokusebenzisa uJupyter ukusuka

Ikhosi kaGoogle kaMatshini wokuFunda yokuKhangela yakhiwe kwiColab kwaye ndiyagqibezela. Kungekudala ndiza kukuxelela ukuba njani

Ukuba unomdla kuFundo loMatshini, yabona zeziphi iikhosi ezinokwenziwa

Kutheni usebenzisa iColab? Uncedo

Kungenxa yokuba yindlela ekhawulezayo kwaye elula yokuseta iikhosi kunye nolwazi malunga nenkqubo kwiPython kwaye wabelane ngayo nabanye abantu okanye nabafundi ukuba ungutitshala.

Kwimeko yam ndinengxaki yokuhambelana phakathi kweTensorFlow kunye ne-CPU yam, ke okwangoku ndiza kuyisebenzisa ukwenza imizekelo eyahlukeneyo kunye novavanyo ngeTensorFlow naseKeras.

Iintsilelo

Ewe, sinokusebenzisa iPyhton kuphela

Kwaye sisebenzisa enye imveliso kaGoogle kwaye siyaqhubeka nokondla kwaye sixhomekeke ngakumbi nangakumbi kwingxilimbela yezobuchwephesha "Sukubi"

Umahluko phakathi kweColab kunye neJupyter

Njengoko besesitshilo

  • IColab yinkonzo ebanjiweyo, iJupyter eyamkelweyo, ngelixa uJupyter eyisebenzisa kwikhompyuter yakho
  • IColab, nangona isimahla ukuba ufuna amandla ekhompyuter kufuneka uye kuhlobo oluhlawulelweyo
  • Ukubanjwa, ungabelana ngeencwadana nabantu
  • KwiColab ungasebenzisa iPython kuphela, ngelixa useJupyter ungafaka zonke iintlobo zeeKernels, R, Bash, JavaScript, njl.

Ukuba ungumntu ongaphumliyo njengathi kwaye ufuna ukusebenzisana ekugcinweni nasekuphuculweni kweprojekthi, unokwenza umnikelo. Yonke imali iya kuthenga iincwadi kunye nezixhobo zokuvavanya kunye nokwenza izifundo

Shiya amazwana