Plans for the week Feb 19-23_澳门皇冠体育,皇冠足球比分

mhjensen
2024-02-19T07:44:14.959Z
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www.uio.no

Dear all, welcome back to a new week. We hope you all had a great weekend. Here are the plans for this coming week and note that lecture is in person this week (but we provide a zoom option as always):

Plans for the week February 19-23

1. Mathematics of Convolutional Neural Networks (CNNs), padding, strid, pooling and more

2. Discussion of codes for CNNs, own code, TensorFlow+Keras and PyTorch examples

The lecture notes (some material will be added about pooling and padding+stride, see also whiteboard notes to come) are at https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/pub/week6/ipynb/week6.ipynb

Reading recommendations

1. For CNNs, see Goodfellow et al chapter 9. See also chapter 11 and 12 on practicalities and...