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Jose Roberto Ayala Solares's Projects

ahnr icon ahnr

An R implementation of the Artificial Hydrocarbon Networks

d2l-en icon d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.

ggplot2 icon ggplot2

An implementation of the Grammar of Graphics in R

hugo-academic icon hugo-academic

The website designer for Hugo. Build and deploy a beautiful website in minutes :rocket:

jekyll-uno icon jekyll-uno

Jekyll-Uno - a minimal, responsive theme for Jekyll based on Uno for Ghost

jr-website icon jr-website

Personal website of José Roberto Ayala Solares

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

linear_regression_demo icon linear_regression_demo

This is the code for "How to Make a Prediction - Intro to Deep Learning #1' by Siraj Raval on YouTube

mexico-data icon mexico-data

Este repo contiene análisis exploratorio de datos sobre México. Los datos provienen de http://datos.gob.mx/

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