Machine Learning Algorithms from Scratch

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Classic Machine Learning Algorithms from scratch vs sklearn using Python. Also include some explanation and study notes.

This repository is licensed under the MIT License - see the LICENSE file for details.

Name		Name	Last commit message	Last commit date
Latest commit History 47 Commits
LICENSE		LICENSE
ML_Algorithms_Boosting.ipynb		ML_Algorithms_Boosting.ipynb
ML_Algorithms_Decision_Tree.ipynb		ML_Algorithms_Decision_Tree.ipynb
ML_Algorithms_K_Means_Clustering.ipynb		ML_Algorithms_K_Means_Clustering.ipynb
ML_Algorithms_K_Nearest_Neighbour.ipynb		ML_Algorithms_K_Nearest_Neighbour.ipynb
ML_Algorithms_Linear_Regression.ipynb		ML_Algorithms_Linear_Regression.ipynb
ML_Algorithms_Logistic_Regression.ipynb		ML_Algorithms_Logistic_Regression.ipynb
ML_Algorithms_Naive_Bayes.ipynb		ML_Algorithms_Naive_Bayes.ipynb
ML_Algorithms_Principal_Component_Analysis.ipynb		ML_Algorithms_Principal_Component_Analysis.ipynb
ML_Algorithms_Random_Forest.ipynb		ML_Algorithms_Random_Forest.ipynb
ML_Algorithms_Support_Vector_Machine.ipynb		ML_Algorithms_Support_Vector_Machine.ipynb
README.md		README.md