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Several ML Algorithms implemented from scratch, without using inbuilt libraries. Regression Models, GDA, SVM, Naive Bayes, Decision Tree, PCA using SVD, Neural Network

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Name		Name	Last commit message	Last commit date
Latest commit History 33 Commits
Assign1 - Regression, GDA		Assign1 - Regression, GDA
Assign2 - Naive Bayes, SVM		Assign2 - Naive Bayes, SVM
Assign3 - Neural Networks, Decision Tree, Forest		Assign3 - Neural Networks, Decision Tree, Forest
Assign4 - SVD, PCA, Multi Class SVM		Assign4 - SVD, PCA, Multi Class SVM
Kaggle Competition		Kaggle Competition
.DS_Store		.DS_Store
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md

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COL774-Machine-Learning

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Several ML Algorithms implemented from scratch, without using inbuilt libraries. Regression Models, GDA, SVM, Naive Bayes, Decision Tree, PCA using SVD, Neural Network

neural-network svm linear-regression pca dimensionality-reduction logistic-regression decision-tree k-means-clustering

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