Machine-Learning-Models-From-Scratch

Simple MLP NN with the following design:

Simple MLP NN with the following design:

Logistic regression model developed using numpy with gradient descent as optimisation tool.

The most popular clustering algorithm - k-means developed using only numpy and scipy with each steps presented on graphs.

Name		Name	Last commit message	Last commit date
Latest commit History 15 Commits
MLP Neural Network in Excel (without solver).xlsx		MLP Neural Network in Excel (without solver).xlsx
README.md		README.md
k-means_using numpy and scipy.ipynb		k-means_using numpy and scipy.ipynb
linear regression using gradient descent and matrix mult. in excel.xlsx		linear regression using gradient descent and matrix mult. in excel.xlsx
logistic regression using numpy.ipynb		logistic regression using numpy.ipynb
simple mlp neural network using numpy.ipynb		simple mlp neural network using numpy.ipynb

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