Visual Studio Magazine

Decision Tree Regression from Scratch Without Pointers or Recursion Using C#

Dr. James McCaffrey presents a complete end-to-end demonstration of decision tree regression from scratch using the C# language. The goal of decision tree regression is to predict a single numeric ...
IEEE

Robust Recursive Least-Squares Algorithm with the Conjugate Gradient and the Data Reuse Approach

Abstract: This paper presents a recursive least-squares (RLS) adaptive algorithm for acoustic echo cancellation (AEC) based on the conjugate gradient (CG) line search method. The RLSCG method is ...
IEEE

A Monte Carlo Tree Search-Based Algorithm for Workflow Scheduling

Abstract: We present an efficient algorithm for workflow scheduling, where the resource-request graph can be modeled as a directed acyclic graph (DAG) to enable parallel execution. Our algorithm ...
GitHub

Implement KNN Algorithm from Scratch

project/ ├── src/ │ ├── knn.py # Main KNN classifier implementation │ ├── kdtree.py # KD-Tree data structure for fast queries │ ├── distances.py # Distance metric functions │ ├── evaluate.py # Model ...