Isolation Forest detects anomalies by isolating observations. It builds binary trees (called iTrees) by recursively ...

Based on positive experimental results and a meaningful comparison with various versions of KNN, we demonstrated that the improved conventional KNN algorithm can achieve very high positioning accuracy ...

K-nearest neighbor (KNN) algorithm is a simple and widely used classification method in machine learning. This algorithm tries to search every object in the dataset to find the nearest several ...

Algorithm & Automata Theory Simulator A comprehensive educational platform for visualizing and simulating algorithms and automata theory concepts.

LightGrad is a minimalist, educational deep-learning library inspired by Andrej Karpathy’s micrograd. It extends core autograd capabilities with additional mathematical operations, modern optimization ...