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Update README.md
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giangtranml authored Jun 25, 2021
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Expand Up @@ -6,6 +6,9 @@ This ML repository is all about coding Machine Learning algorithms from scratch
## Repository structure
As a software engineer, I follow the principle of OOP to construct the repository. You can see that `NeuralNetwork` class will use `FCLayer`, `BatchNormLayer`, `ActivationLayer` class and `CNN` class will use `ConvLayer`, `PoolingLayer`, `FCLayer`, `ActivationLayer`,... This helps me easily reuse every piece of code I wrote as well as for readable code.

## Dependencies:
- tqdm, numpy, sklearn, matplotlib

## Table of contents
- Machine Learning models:
* [Linear Regression](https://github.com/giangtranml/ml-from-scratch/blob/master/linear_regression/linear_regression.py)
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