This is Algorithm repository of supervised learning and unsupervised learning
-
Updated
Aug 12, 2024 - Jupyter Notebook
#
unsupervisedlearning-algorithm
Here are 5 public repositories matching this topic...
👩🏻🚀 13-DataMining: Clear, beginner-friendly explanations and hands-on resources on Principal Component Analysis (PCA) and Isolation Forest for Outlier Detection — designed to make unsupervised learning approachable for everyone. ✠💚✠
clustering isolation-forest-algorithm machinelearningprojects anomaly-detection-models outliers-detection pca-algorithm ai-data-science outliers-treatment unsupervisedlearning-algorithm unsupervised-learning-4-all
-
Updated
Nov 5, 2025 - Jupyter Notebook
We will use Python and unsupervised learning techniques to predict whether cryptocurrencies are affected by 24-hour or 7-day price changes. We will perform clustering using K-means and optimize the clusters using Principal Component Analysis (PCA).
-
Updated
Sep 12, 2023 - Jupyter Notebook
ML_Foundations series Part 2 - Intro to Unsupervised learning - PCA (Principal Component Analysis) & KDE (Kernel Density Estimation)
-
Updated
May 1, 2025 - Python
👩🏻🚀 10- DataMining- This repo implements the Mean Shift clustering algorithm, which finds clusters by shifting points toward higher density areas without needing a preset number of clusters. It includes implementation code, comparisons with K-Means, and applications like video tracking and face recognition.
clustering simulations imagesegmentation unsupervisedlearning-algorithm mean-shift-algorithm densitybasedclustering monkey-figure spiral-figure
-
Updated
Oct 26, 2025 - Jupyter Notebook
Improve this page
Add a description, image, and links to the unsupervisedlearning-algorithm topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the unsupervisedlearning-algorithm topic, visit your repo's landing page and select "manage topics."