A collection of sloppy snippets for scientific computing and data visualization in Python.
Friday, June 4, 2021
The Central Limit Theorem, a hands-on introduction
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The central limit theorem can be informally summarized in few words: The sum of x 1 , x 2 , ... x n samples from the same distribution is n...
2 comments:
Wednesday, April 7, 2021
A Simple model that earned a Silver medal in predicting the results of the NCAAW tournament
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This year I decided to join the March Machine Learning Mania 2021 - NCAAW challenge on Kaggle. It proposes to predict the outcome of each g...
Wednesday, November 11, 2020
Visualize the Dictionary of Obscure Words with T-SNE
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I recently published on a wrapper around The Dictionary of Obscure Words (originally from this website http://phrontistery.info ) for Pytho...
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Monday, June 29, 2020
Solving the Travelling Salesman Problem with MiniSom
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Have you ever heard of the Travelling Salesman Problem? I'm pretty sure you do, but let's refresh our mind looking at its formulatio...
Sunday, May 17, 2020
Neural Networks Regularization made easy with sklearn and matplotlib
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Using regularization has many benefits, the most common are reduction of overfitting and solving multicollinearity issues. All of this is co...
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