There are 2 repositories under feature-mapping topic.
Interactive code for image similarity using SIFT algorithm
Implement an Extended Kalman Filter to track the three dimensional position and orientation of a robot using gyroscope, accelerometer, and camera measurements.
Logistic Regression algorithm to classify two classes of 2-D data samples using 1) 2-D feature vector & 2) its mapping to a higher dimensional feature space.
Implementing logistic regression with L2 regularization from scratch to classify circular datasets by mapping the feature space into higher dimensions.
Build a model with machine learning to predict housing prices in Ames, Iowa. Top 11% in the Kaggle Housing Prices Competition.
Simple implementation and improvement of INRs
Variations of minimax risk classifiers with different loss functions
Logistic regression with and without regularization.