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This repository contains code for my medium articles, and other interesting code snippets that I put together.

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kmeans.py

Numpy implementation of K-means clustering algorithm with random or k initialization.

linear_reg_nth.py

Numpy implementation of linear regression to the nth degree.

neural_network_classification.py

Animated model training of a deep neural network in Tensorflow.

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Prediction Interval for Forecasts

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  • Jupyter Notebook 99.9%
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