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Dec 1, 2017 - MATLAB
gaussian-mixture-models
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EC447: Pattern Recognition and Machine Learning Course Project
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Feb 21, 2019 - Python
AI project on Unsupervised learning with UCI wholesale customer data set for segmentation
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Apr 24, 2019 - Python
Customer segmentation for a wholesale company
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Oct 29, 2018 - Jupyter Notebook
A minimalistic implementation of common machine learning algorithms in Python and NumPy.
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Jan 24, 2021 - Python
Finite mixture of full-rank Gaussians for density estimation & variational inference.
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Sep 19, 2023 - Jupyter Notebook
From-scratch implementation of Multivariate Expectation-Maximization algorithms.
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Nov 4, 2021 - R
Chapman University CPSC-392 Data Science Final Project
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Dec 29, 2021 - Jupyter Notebook
Data Science project with BrainStation Bootcamp. An engine that recommends a new city based on similar features to your current city.
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Oct 8, 2021 - Jupyter Notebook
The gaussian mixture clustering algorithm with Numpy, and demonstrations on an image data
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Jan 11, 2023 - Python
Explore multiple clustering techniques to identify customer clusters for airline client
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Apr 18, 2023 - Jupyter Notebook
Unlocking Iris dataset mysteries with Gaussian Mixture Models and K-Means clustering algorithms.
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Nov 25, 2023 - Python
Michigan Covid-19 prediction
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Feb 27, 2024 - HTML
Assignments Solution for Foundations of Machine Learning Course
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Jan 19, 2019 - Jupyter Notebook
Python in Data Science
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Feb 24, 2021 - Jupyter Notebook
Codes and Presentations for the PGMs Course
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Jul 31, 2020 - Jupyter Notebook
Using several clustering algorithm to segment an insurance company customers
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Aug 8, 2022 - Jupyter Notebook
Generative models for creating synthetic data from Boston housing dataset
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Nov 4, 2022 - Jupyter Notebook
Statistical Model (GMM) employed for Audio Classification
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Nov 22, 2023 - Jupyter Notebook
Kmeans, Kmeans++, Gaussian Mixtures
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Jul 18, 2017 - Python
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