veb-101/Machine-Learning-Algorithms

One notebook to learn it all - Algorithms from scratch

Machine Learning Algorithms

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Numpy implementation of some basic machine learning algorithms

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Sr. No.	Algorithm	View	Python File	Colab Notebook
1.a	KNN - Classification	notebook	.py
1.b	KNN - Regression	notebook	.py
1.c	KNN - Weighted Classification	notebook	.py
2	Linear Regression	notebook
3	Logistic Regression	notebook	.py
4	Decision Trees	notebook	.py
5	Naive Bayes	notebook
6	Random Forest	notebook
7	AdaBoost	notebook
8	K-means Clustering	notebook	.py
9	PCA	notebook
10	Apriori Algorithm		.py