JupyterLab notebook exploring all things entropy.
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Mar 18, 2022 - Jupyter Notebook
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entropy
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This repository contains introductory notebooks for Decision tree
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Nov 17, 2022 - Jupyter Notebook
A Jupyter notebook working with the Kaggle Titanic dataset using Pandas.
tutorial entropy pandas-dataframe information-theory jupyter-notebook ipython-notebook pandas python3 decision-trees pandas-tutorial kaggle-titanic-dataset titanic-pandas-tutorial
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May 27, 2019 - Jupyter Notebook
Jupyter notebooks and code supporting the article "Gravity as an Entropic Deficit Field".
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Jul 31, 2025 - Jupyter Notebook
Implementation of classic machine learning concepts and algorithms from scratch and math behind their implementation.Written in Jupiter Notebook Python
python machine-learning entropy probability regression naive-bayes-classifier pca linear gradient-descent ridge-regression softmax-regression maximum-likelihood-estimation cross-entropy principle-component-analysis lasso-regression information-gain sigmoid-function baysian suprise k-fold-cross-validation
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Jun 28, 2022 - HTML
Este repositorio contiene la colección de Jupyter Notebooks generados para implementar la metodología descrita en el documento de Tesis "Detección de genomas anómalos de sars-cov-2 por medio de algoritmos de aprendizaje no supervisados".
entropy clustering dimensionality-reduction manifold-learning anomaly-detection distances compositional-data-analysis sars-cov-2
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Dec 9, 2023 - Jupyter Notebook
Finally figured out what my statistical mechanics professor was really asking of me for his computational physics projects. The notebook file simulates 1D random walks of unit step size and equal probabilities of stepping left/right. The associated python script contains class and function methods used for simulation.
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Aug 7, 2025 - Jupyter Notebook
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