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teaching:ws2022:dlpractice [2022/07/20 17:08] Dr. Vladimir Golkov |
teaching:ws2022:dlpractice [2023/01/24 12:26] (current) Dr. Vladimir Golkov |
| * [[https://docs.scipy.org/doc/numpy/reference/arrays.indexing.html|NumPy Advanced Array Indexing]] | * [[https://docs.scipy.org/doc/numpy/reference/arrays.indexing.html|NumPy Advanced Array Indexing]] |
| * [[http://www.deeplearningbook.org/|Goodfellow, Bengio, Courville: Deep Learning]] | * [[http://www.deeplearningbook.org/|Goodfellow, Bengio, Courville: Deep Learning]] |
| * Christopher M. Bishop. "Pattern Recognition and Machine Learning", Springer, 2006. (Skim the Chapters 1, 2, 5.) | * [[https://www.microsoft.com/en-us/research/uploads/prod/2006/01/Bishop-Pattern-Recognition-and-Machine-Learning-2006.pdf|Christopher M. Bishop. "Pattern Recognition and Machine Learning", Springer, 2006]] (Skim the Chapters 1, 2, 5.) |
| * [[http://www.mlyearning.org/|Ng: Machine Learning Yearning]] | * [[http://www.mlyearning.org/|Ng: Machine Learning Yearning]] |
| * Good current papers | * Good current papers |