Pattern-Recognition

Well-known Machine Learning approaches and problems have been discussed and codes for each have been provided. Reports of their performance have also been attached

Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
Bernoulli_Mixture_Model.ipynb		Bernoulli_Mixture_Model.ipynb
Gaussian_Mixture_Model.ipynb		Gaussian_Mixture_Model.ipynb
Gradient_Descent.ipynb		Gradient_Descent.ipynb
K-means Clustering.py		K-means Clustering.py
Mixture_Models_and_Regression_Report.pdf		Mixture_Models_and_Regression_Report.pdf
PCA and Kernel PCA.py		PCA and Kernel PCA.py
PCA_Clustering_Report.pdf		PCA_Clustering_Report.pdf
README.md		README.md
Spam_or_Ham.ipynb		Spam_or_Ham.ipynb
Spam_or_Ham_Report.pdf		Spam_or_Ham_Report.pdf
Spectral Clustering.py		Spectral Clustering.py

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