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Machine Learning Algorithms

Binder Open In Colab contributions welcome PRs

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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 Open In Colab
1.b KNN - Regression notebook .py Open In Colab
1.c KNN - Weighted Classification notebook .py Open In Colab
2 Linear Regression notebook Open In Colab
3 Logistic Regression notebook .py Open In Colab
4 Decision Trees notebook .py Open In Colab
5 Naive Bayes notebook Open In Colab
6 Random Forest notebook Open In Colab
7 AdaBoost notebook Open In Colab
8 K-means Clustering notebook .py Open In Colab
9 PCA notebook Open In Colab
10 Apriori Algorithm .py

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One notebook to learn it all - Algorithms from scratch

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