My Awesome CSCI 0451 Blog
About
My Awesome CSCI 0451 Blog
Categories
All
(7)
Final Project
Predicting Population Density with Land Cover Using Linear Regression and Spatial Autoregression
May 17, 2024
Manuel Fors, Liam Smith, Yide (Alex) Xu
Sparse Kernelized Logistic Regression
Extending logistic regression to a sparse version that detects nonlinear decision boundaries.
May 5, 2024
Liam Smith
GeoAI at the American Association of Geographers’ 2024 Annual Meeting
Modern research applications of machine learning and deep learning in remote sensing.
Apr 29, 2024
Liam Smith
Newton’s Method for Logistic Regression
A comparison between two optimization algorithms for logistic regression.
Apr 21, 2024
Liam Smith
Implementing Logistic Regression
Implementing logistic regression using gradient descent with momentum.
Apr 3, 2024
Liam Smith
Implementing Perceptron
Implementing one of the oldest machine learning models from scratch.
Apr 1, 2024
Liam Smith
Palmer Penguins
Black box classification with the Palmer Penguins dataset.
Mar 7, 2024
Liam Smith
No matching items