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Amn's Projects

janitor icon janitor

simple tools for data cleaning in R

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.

karf icon karf

Karf is a simple Machine Learning Library implementing a variety of algorithms

keras-resources icon keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

knitrbootstrap icon knitrbootstrap

A framework to create bootstrap styled HTML reports from knitr Rmarkdown.

knob icon knob

jquery Knob HTML Widget.

knowledge-repo icon knowledge-repo

A next-generation curated knowledge sharing platform for data scientists and other technical professions.

learning-sql icon learning-sql

A repository to use as I learn about relational algebra, databases, and SQL

lego-rstats icon lego-rstats

Photos that depict R data structures and operations via Lego

lime icon lime

Local Interpretable Model-Agnostic Explanations (R port of original Python package)

littlebooks icon littlebooks

Materials for the MOSAIC "Teaching Statistics with R and RStudio"

lotr-tidy icon lotr-tidy

Tidy data lesson using Lord of the Rings data.

lucid icon lucid

A collection of infrastructure and tools for research in neural network interpretability.

luma.gl icon luma.gl

WebGL2 Components for Data Visualization

m4-methods icon m4-methods

Includes the source code of the methods which participated in the M4 Competition

m4comp2018 icon m4comp2018

The R package M4comp2018 contains the 100000 time series from the M4-competition (https://www.m4.unic.ac.cy/)

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