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GitHub - zotroneneis/machine_learning_basics: Plain python implementations of ba...
source link: https://github.com/zotroneneis/machine_learning_basics
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README.md
Machine learning basics
This repository contains implementations of basic machine learning algorithms in plain Python (Python Version 3.6+). All algorithms are implemented from scratch without using additional machine learning libraries. The intention of these notebooks is to provide a basic understanding of the algorithms and their underlying structure, not to provide the most efficient implementations.
- Linear Regression
- Logistic Regression
- Perceptron
- k-nearest-neighbor
- k-Means clustering
- Simple neural network with one hidden layer
- Multinomial Logistic Regression
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