Monday October 26, 2026
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Regularization, weight decay
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Thursday October 22, 2026
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more numpy, Logistic Regression, sigmoid function
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Tuesday October 20, 2026
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Linear Regression review and linear regression for higher order polynomials
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Monday October 19, 2026
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Linear Regression and gradient descent continued
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Linear Regression spreadsheet
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How to understand the spreadsheet
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Thursday October 15, 2026
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start Linear Regression and gradient descent
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Tuesday October 13, 2026
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review of exercises, more numpy tips, start Machine Learning and Linear Regression
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My answers to the exercises from last week
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numpy tips for normalizing a histogram, and how to compute L1 and L2 distances
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Thursday October 08, 2026
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in class numpy exercises that directly relate to the assignment
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Tuesday October 06, 2026
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continue openCV coding, machine learning in general, k-nearest-neighbors
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code to covert to and from YCbCr and blur the y channel of an image
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Monday October 05, 2026
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code introduced notebook-20261005.py
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jupyter notebook of same code
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Thursday October 01, 2026
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go over exercise answers, bit shifting, Earth Mover's Distance, openCV introduction
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reflections.jpg
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code introduced notebook-20261001.py
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jupyter notebook of same code
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Tuesday September 29, 2026
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Histograms, L1 and L2 distance, normalized histograms, in-class exercises, bit shifting
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Monday September 28, 2026
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exercise answers, start Histograms and Similarity
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Thursday September 24, 2026
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another example use of Binary Morphology, region properties, in-class exercises on Morphology, Connected Components, and region properties, start Histograms
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exercises
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Tuesday September 22, 2026
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more Binary Morphology, connected components algorithm using union-find
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Monday September 21, 2026
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solution to cross-correlation worksheet, start Binary Morphology
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Thursday September 17, 2026
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Covolution, Compute Angle and Magnitude of an Edge
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Tuesday September 15, 2026
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show another use of HSV (to select yellow Hue pixels), Cross-correlation for edge detection and smoothing/blurring
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Monday September 14, 2026
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visible light, image definitions, HSV color space and application
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Thursday September 10, 2026
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Introduction, digital images, RGB
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