tylerwmarrs

data-engineering-project-doc-templates

This is project documentation templates derived from CRISP-DM to be used for Data Engineering projects.

mass-ts

MASS (Mueen's Algorithm for Similarity Search) - a python 2 and 3 compatible library used for searching time series sub-sequences under z-normalized Euclidean distance for similarity.

dtw-lbkeogh-clustering

Dynamic Time Warping Clustering with LB_Keogh

pokemon-battle-simulation

Supporting repository for the article https://towardsdatascience.com/gotta-simulate-em-all-pokemon-390553008e2d

dotfiles

Various Linux configs

pandas-dedupe

Simplifies use of the Dedupe library via Pandas

leds-micropy

A repository used to store my MicroPython NeoPixel based codes using ESP8266 microcontrollers.

airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

airflow-email-example

awesome-quant

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

awesome-time-series

list of papers, code, and other resources

datahub

The Metadata Platform for the Modern Data Stack

great_expectations

Always know what to expect from your data.

homeassistant_ecowitt

Ecowitt Weather Station integration for homeassistant

KDD2017R

Tutorial on Scaling R at KDD 2017

lifelines

Survival analysis in Python

mass2-js

Example of how to implement MASS2 in JavaScript

matrixprofile

A Python 2 and 3 library making time series data mining tasks utilizing matrix profile algorithms accessible to everyone.

matrixprofile-ts

A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile

mkalgo

Mueen-Keogh Algorithm for finding timeseries motifs

mstamp

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

pyMatrixProfile

Python implementation of matrix profile algorithms (http://www.cs.ucr.edu/~eamonn/MatrixProfile.html)

pyviz

How to solve visualization problems with Python tools

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

scikit-feature

open-source feature selection repository in python (DMML Lab@ASU)

scikit-survival

Survival analysis built on top of scikit-learn

seglearn

Python module for machine learning time series:

stumpy

STUMPY is a powerful and scalable Python library for computing a Matrix Profile, which can be used for a variety of time series data mining tasks

tylerwmarrs.github.io

Personal website hosted via GitHub at tylermarrs.com