This is Algorithm repository of supervised learning and unsupervised learning
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Updated
Aug 12, 2024 - Jupyter Notebook
#
unsupervisedlearning-algorithm
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ML_Foundations series Part 2 - Intro to Unsupervised learning - PCA (Principal Component Analysis) & KDE (Kernel Density Estimation)
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May 1, 2025 - Python
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).
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Sep 12, 2023 - Jupyter Notebook
🪐 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
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Oct 14, 2025 - Jupyter Notebook
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