Cov txheej txheem:
Video: Lub hauv paus hauv kev kawm tob yog dab tsi?
2024 Tus sau: Lynn Donovan | [email protected]. Kawg hloov kho: 2023-12-15 23:47
A kev kawm tob yog ib qho interface, tsev qiv ntawv lossis lub cuab yeej uas tso cai rau peb tsim kev kawm tob qauv yooj yim dua thiab sai dua, tsis tau nkag mus rau hauv cov ntsiab lus ntawm cov hauv paus algorithms. Lawv muab txoj hauv kev meej thiab meej rau kev txhais cov qauv siv cov khoom sib sau ua ntej thiab ua kom zoo dua.
Ntawm no, lub hom phiaj ntawm kev kawm tshuab yog dab tsi?
A Machine Learning Framework yog ib qho interface, tsev qiv ntawv lossis cov cuab yeej uas tso cai rau cov neeg tsim khoom tsim tshuab kev kawm cov qauv yooj yim, tsis tau nkag mus rau hauv qhov tob ntawm lub hauv paus algorithms.
Kuj Paub, dab tsi yog neural network moj khaum? Torch yog ib tug scientific xam lub moj khaum uas muaj kev txhawb nqa dav rau kev kawm tshuab algorithms. PyTorch yog qhov chaw nres nkoj rau Torch kev kawm tob lub moj khaum siv los tsim kev sib sib zog nqus neural networks thiab ua tiav tensor xam uas siab nyob rau hauv cov nqe lus ntawm complexity.
Ua raws li qhov no hauv kev xav, lub ntsiab lus twg yog qhov zoo tshaj rau kev kawm tob?
Sab saum toj 8 Deep Learning Frameworks
- TensorFlow. TensorFlow yog arguably ib qho ntawm qhov zoo tshaj plaws kev kawm sib sib zog nqus moj khaum thiab tau txais kev pom zoo los ntawm ob peb loj loj xws li Airbus, Twitter, IBM, thiab lwm yam vim hais tias ntawm nws cov heev yooj yim system architecture.
- Cafe.
- Microsoft Cognitive Toolkit/CNTK.
- Torch/PyTorch.
- MXNet.
- Chair.
- Keras.
- Deeplearning 4j.
Puas yog dl4j yog ib qho kev kawm tob?
Dab tuag Deeplearning 4j yog thawj coj mus muag-qib, qhib-qhov chaw, faib tob - kev kawm tsev qiv ntawv sau rau Java thiab Scala. Kev koom ua ke nrog Hadoop thiab Apache Spark, DL4J nqa AI rau kev lag luam ib puag ncig rau kev siv ntawm faib GPUs thiab CPUs.
Pom zoo:
Kev kawm tob tob ua li cas?
Kev kawm tob yog ib qho kev kawm tshuab uas qhia cov khoos phis tawj kom ua li cas los ntawm tib neeg: kawm ua piv txwv. Kev kawm tob yog ib qho keytechnology tom qab tsav tsheb tsis muaj tsheb, ua rau lawv paub txog qhov chaw nres tsheb, lossis kom paub qhov txawv ntawm tus neeg taug kev los ntawm alamppost
Dab tsi yog plaub lub hauv paus kev ua ub no pom nyob rau hauv qhov kev ua haujlwm siab?
9. Dab tsi yog plaub lub hauv paus kev ua ub no nyob rau hauv Extreme Programming (XP) tus qauv txheej txheem? tsom xam, tsim, coding, kuaj. npaj, tsom xam, tsim, coding. kev npaj, tsom xam, coding, kuaj. npaj, tsim, coding, kuaj
Kev kawm tob tob yog dab tsi?
Kev kawm tob yog cov txheej txheem kev kawm tshuab uas kawm cov yam ntxwv thiab cov haujlwm ncaj qha los ntawm cov ntaub ntawv. Cov ntaub ntawv no tuaj yeem suav nrog cov duab, ntawv nyeem, lossis suab. Cov vis dis aus siv cov teeb meem kev paub txog cov duab piv txwv los piav qhia seb qhov kev kawm tob npaum li cas kawm los faib cov duab nkag mus rau hauv pawg tsim nyog
Kev kawm tob hauv kev kho mob yog dab tsi?
Deep Learning Applications in Healthcare Deep learning techniques siv cov ntaub ntawv khaws cia hauv EHR cov ntaub ntawv los daws ntau qhov kev txhawj xeeb txog kev noj qab haus huv xws li txo tus nqi ntawm kev kuaj mob tsis raug thiab kwv yees qhov tshwm sim ntawm cov txheej txheem
Puas yog kev kawm tob tob?
Kev kawm tob yog ib qho yooj yim yog tias koj xav tau ib yam dab tsi los ua haujlwm. Kev kawm tob yog qhov nyuaj heev yog tias koj xav kom nws ua haujlwm zoo. Nov yog qee qhov kev sib tw qhib hauv kev kawm tob