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Commit 5e6de059 authored by maiermi's avatar maiermi
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Hyperparameter:
Random Search for Hyper-Parameter Optimization
https://jmlr.csail.mit.edu/papers/volume13/bergstra12a/bergstra12a.pdf
Towards an Empirical Foundation for Assessing Bayesian Optimization of Hyperparameters
https://www.cs.ubc.ca/~hoos/Publ/EggEtAl13.pdf
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization
https://arxiv.org/abs/1603.06560v4
NAS:
Neural Architecture Search with Reinforcement Learning
https://arxiv.org/pdf/1611.01578.pdf
Efficient Neural Architecture Search via Parameter Sharing
https://arxiv.org/pdf/1802.03268.pdf
Auto-Keras: An Efficient Neural Architecture Search System
https://arxiv.org/pdf/1806.10282.pdf
Regularized Evolution for Image Classifier Architecture Search
https://arxiv.org/pdf/1802.01548.pdf
Efficient Architecture Search by Network Transformation
https://arxiv.org/pdf/1707.04873.pdf
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Fotoquellen:
Anfangsfotos
https://www.fotocommunity.de/photo/mensch-vs-maschine-daniel-schweinert/23989454
https://databraineo.com/professional-news/20-einflussreiche-deep-learning-paper-2018/
https://www.vdi.de/themen/mobilitaet/autonomes-fahren
https://industrie.de/wp-content/uploads/r/o/roboter-in-einer-autofabrik-fotolia-phonlamaiphoto.jpg
https://www.kdnuggets.com/2020/02/data-scientists-automl-replace.html
https://www.rtl2.de/consent?targetUrl=%2Fsendungen%2Fkoeln-50667%2Fvideos%2F1100032375-alex-im-verhoer&oref=aHR0cHM6Ly93d3cuZWNvc2lhLm9yZy8%3D
Fotos Affen:
https://www.pinterest.co.kr/pin/320811173428016867/
https://www.pinterest.de/pin/462393086744330560/
Uhr/Geld
https://liporis.de/produkt/wartburg-60-minuten-rallye-stoppuhr-referenz-492-mechanisch-gehaeuse-50mm/
https://www.stadt-wien.at/wirtschaft/geld-finanzen/tagesgeld-sicher-und-flexibel-geld-anlegen.html
Internetquellen:
Auswahl AutoML Vision:
https://towardsdatascience.com/choosing-between-tensorflow-keras-bigquery-ml-and-automl-natural-language-for-text-classification-6b1c9fc21013
Hyperband:
https://autotorch.org/course/hpo_algorithms.html
NAS:
https://github.com/carpedm20/ENAS-pytorch
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