Cov txheej txheem:

Dab tsi yog cov algorithms siv hauv kev kawm tob?
Dab tsi yog cov algorithms siv hauv kev kawm tob?

Video: Dab tsi yog cov algorithms siv hauv kev kawm tob?

Video: Dab tsi yog cov algorithms siv hauv kev kawm tob?
Video: TSIS YOG PEB UA HAUJ LWM ZOO .\\ N.TSHUAV NUM |\ N.IAM VAJ XOB \\ N.TXOOV KAV NKAUJ 2023 2024, Kaum ib hlis
Anonim

Qhov nrov tshaj plaws kev kawm tob algorithms yog:

  • Convolutional Neural Network (CNN)
  • Rov tshwm sim Neural Networks (RNNs)
  • Long Short-Term Nco Networks (LSTMs)
  • Stacked Auto-Encoders.
  • Sib sib zog nqus Boltzmann Tshuab (DBM)
  • Sib sib zog nqus Kev ntseeg Networks (DBN)

Nyob rau hauv no txoj kev, dab tsi yog kev kawm tob algorithms?

Kev kawm tob algorithms khiav cov ntaub ntawv los ntawm ob peb "txheej txheem" ntawm neural network algorithms , txhua tus uas dhau ib qho yooj yim sawv cev ntawm cov ntaub ntawv mus rau txheej tom ntej. Feem ntau tshuab kawm algorithms ua haujlwm zoo ntawm cov ntaub ntawv uas muaj txog li ob peb puas nta, lossis kab.

Tsis tas li ntawd, koj sau qhov kev kawm tob tob li cas? 6 Kauj Ruam Los Sau Ib Lub Tshuab Kawm Algorithm Los Ntawm Scratch: Perceptron Case Study

  1. Tau txais kev nkag siab yooj yim ntawm algorithm.
  2. Nrhiav qee qhov chaw kawm sib txawv.
  3. Txiav cov algorithm rau hauv chunks.
  4. Pib nrog ib qho piv txwv yooj yim.
  5. Ua pov thawj nrog kev ntseeg siab.
  6. Sau koj tus txheej txheem.

Ib yam li ntawd, nws raug nug, dab tsi yog cov algorithms siv hauv kev kawm tshuab?

Nov yog cov npe ntawm 5 feem ntau siv tshuab kev kawm algorithms

  • Linear Regression.
  • Logistic Regression.
  • Tsob ntoo txiav txim.
  • Naive Bayes.
  • ua kNN.

CNN yog dab tsi hauv kev kawm tob?

Hauv kev kawm tob , ib convolutional neural network ( CNN , lossis ConvNet) yog chav kawm ntawm sib sib zog nqus neural networks , feem ntau yog siv rau kev txheeb xyuas cov duab pom.

Pom zoo: