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Daily ML Logs
Short, lightly edited logs of what I worked on each day.
Daily Notes: 2025-11-29
Gradient Descent, or how machines learn
Nov 29, 2025
Daily Notes: 2025-11-28
Adaline: another single-layer neural network
Nov 28, 2025
Daily Notes: 2025-11-27
In which we test whether the perceptron converged and visualize the decision boundaries for this 2-D dataset.
Nov 27, 2025
Daily Notes: 2025-11-19
Training a perceptron model on the Iris dataset
Nov 19, 2025
Daily Notes: 2025-11-18
Explorations using open-source local models.
Nov 18, 2025
Daily Notes: 2025-11-16
Implementing the perceptron as a simple ML classification algorithm without scikit-learn
Nov 16, 2025
Daily Notes: 2025-11-15
A Mental Map for ML
Nov 15, 2025
Daily Notes: 2025-11-14
Three main types of ML.
Nov 14, 2025
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