Haeba u khahliloe ke mohopolo oa Artificial Intelligence (AI) joale mohlomong u tseba ka ts'ebeliso ea phetoho ea sebaka sena, ho kenyelletsa ts'ebetso ea litšoantšo, ho lemoha ntho le temoho ea puo. Lisebelisoa tsena kaofela ke karolo ea karoloana ea AI e tsejoang ka ho Ithuta ho Tebileng. Baetsi ba mananeo ba ka theha lits'ebetso tsena tsa phetoho ka ho kenya ts'ebetsong mehopolo ea ho Ithuta ka botebo ba sebelisa lilaebrari le meralo ea AI, e 'ngoe ea tsona ke TensorFlow.
Sengoliloeng sena, u tla fumana leeto le potlakileng ho ea ho TensorFlow Moralo oa ho Ithuta ka botebo, ts'ebetso ea eona, likarolo, lits'ebetso, le kamoo u ka e kenyang ts'ebetsong lits'ebetsong tsa hau tsa AI.
Thuto e tebileng
Thuto e tebileng (DL) ke karoloana ea Machine Ithuta, e leng karolo e kholoanyane ea AI le saense ea data. DL e sebelisa meaho ea algorithm e tsoang ho ts'ebetso ea boko ba motho. Li-algorithms tse joalo li bitsoa Li-network tsa Neural (NNs) 'me li na le li-neurone tse etsang lihlopha. NN e tloaelehileng e na le kenyelletso, tlhahiso, le likarolo tse ngata tse patiloeng.
Lintlha li fetisoa ka mekhahlelo ena mme NN e ithuta likarolo tsa data e fanoeng.
ke eng TensorFlow?
TensorFlow ke sesebelisoa sa Mohloli o bulehileng Moralo oa ho Ithuta ka botebo o entsoeng ke Google. Moralo ona o matla oa lipalo o ipapisitse le phallo ea data le mananeo a fapaneng mme o sebelisoa ho haha le ho koetlisa Neural Networks ho sebelisa lisebelisoa tse fapaneng, lilaeborari le lisebelisoa tsa sechaba. Ho tloha joale, TensorFlow ke sethala se etelletseng pele sa ho theha Thuto e tebileng mehlala le Neural Networks.
TensorFlow e sebetsana le data ka mokhoa oa mefuta e mengata ea litekanyo tse phahameng tse bitsoang li-tensor, li-tensor ke tharollo e sebetsang bakeng sa ho sebetsana le lintlha tse ngata. Moralo ona o sebetsa ho ipapisitse le li-graph tsa phallo ea data tse nang le li-node le methati. Ha mokhoa oa ts'ebetso o le ka sebopeho sa li-graph, ho bonolo haholo ho etsa khoutu ea TensorFlow ka mokhoa o ajoang ho pholletsa le sehlopha sa likhomphutha ha o ntse o sebelisa Graphical Processing Units (GPUs). E boetse e u lumella ho etsa "flowchart" ea ts'ebetso e ka etsoang ho lipehelo tsa hau.
Features senotlolo
- E etselitsoe ho sebetsa ho li-CPU tse ngata kapa li-GPU esita le lits'ebetso tse sebetsang tsa mehala.
- E tšehetsa lipuo tse 'maloa tsa lenaneo ho kenyelletsa Python, C++, le Java.
- E kenyelletsa li-API tse fapaneng ho aha le ho phahamisa meralo e tebileng ea ho ithuta joalo ka CNN kapa RNN.
- E sebelisa li-API tsa boemo bo holimo tse hlakileng joalo ka Keras ka ts'ebetso e chesehang.
- Phetoho ea hang-hang ea mohlala le ho lokisa liphoso habonolo.
- E ts'ehetsa ho romelloa ka maru, sebakeng, ho sebatli, kapa sesebelisoa.
- API ea ho kenya le ho sebetsana le data e hahelletsoeng.
- E lumella liteko tse matla tsa lipatlisiso.
- E matla ebile e ts'ehetsa inthaneteng Mohloli o bulehileng ea sechaba.
dikopo
Ho na le lisebelisoa tse ngata tsa lisebelisoa Thuto e tebileng laebrari, palo e fokolang ea eona e fanoa ka tsela e latelang:
- Bohlale ba maiketsetso lisebelisoa: li-chatbots le bathusi ba sebele.
- Lisebelisoa tsa Computer Vision: mehlala ea ho lemoha litšoantšo, ho lemoha ntho le ho arola.
- Lisebelisoa tsa Puo ea Puo: mekhoa ea ho hlahloba lentsoe la motho le mekhoa ea ho bua.
- Lisebelisoa tsa Ts'ebetso ea Litšoantšo: mehlala ea ho etsa mekhoa ea phetoho litšoantšong.
- Lisebelisoa tsa Tlhaho ea Puo ea Tlhaho: kananelo e thehiloeng ho mongolo le maikutlo a maikutlo mefuta-futa.
Ho fumana TensorFlow
Joalokaha ho se ho boletsoe, TensorFlow ke mohloli o bulehileng ebile e lokolohile ho sebelisoa. Latela mehato e ka tlase ho fumana moralo.
Bohato ba 1
Bakeng sa mohato ona, khoasolla le ho kenya mofuta oa bootstrap oa pip o bitsoang 'get-pip.py' ntle le haeba u se u ntse u e kentse. U ka e khoasolla Mona.
Bohato ba 2
Bula Tikoloho ea hau e Kopantsoeng ea Nts'etsopele ea Python, Java, C ++, kapa eng kapa eng puo mananeo e sebelisoang ebile e tšehetsoa ke TensorFlow. U ka sheba lenane Mona.
Joale fetola bukana ea hau ho e nang le faele ea get-pip.py ebe u ngola taelo: py fumana-pip.py
Bohato ba 3
Hang ha ts'ebetso e phethiloe, ngola feela taelo: pip kenya - ntlafatsa tensorflow ho qala ho kenya TensorFlow o sebelisa pip.
Mme ke phetho. Hona joale u na le TensorFlow e kentsoeng 'me e se e loketse ho sebelisoa!
Ho sebelisa Tensorflow
Ho sebelisa moralo, kenya feela laebrari u sebelisa taelo e latelang:
Joale u ka sebelisa taelo ea 'tf' ho fihlella li-module tse fapaneng tsa laeborari. Se latelang ke mohlala oa ho kenya mefuta ea AI ho tsoa ho TensorFlow.
Ke phetho! Joale o lokela ho khona ho kenya tšebetsong TensorFlow mananeong a hau a AI habonolo.
fihlela qeto e
TensorFlow e hlile e fetotse tsela eo re thehang litsamaiso tsa AI mme e na le lits'ebetso tse matla tsa lefats'e la nnete. Ho tloha ho aha le ho koetlisa mefuta ea ML ho isa ho e sebelisoang, TensorFlow e fana ka lisebelisoa tse matla ho theha merero ea ML.
Ke tšepa hore tataiso ena e potlakileng e tla u thusa ho phelisa maikutlo a hau habonolo. Re tsebise maikutlo a hau mabapi le moralo ona o etelletseng pele karolong ea maikutlo e ka tlase.
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