Pinned Repositories
article-matrix-profile-intro
This is a supporting repository for the journal article https://towardsdatascience.com/introduction-to-matrix-profiles-5568f3375d90.
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.
mass-ts-examples
Supporting repository composed of examples using the mass-ts library. MASS (Mueen's Algorithm for Similarity Search)
matrixprofile
A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.
billboard-hot-100-lyric-analysis
data-engineering-project-doc-templates
This is project documentation templates derived from CRISP-DM to be used for Data Engineering projects.
dtw-lbkeogh-clustering
Dynamic Time Warping Clustering with LB_Keogh
leds-micropy
A repository used to store my MicroPython NeoPixel based codes using ESP8266 microcontrollers.
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.
pokemon-battle-simulation
Supporting repository for the article https://towardsdatascience.com/gotta-simulate-em-all-pokemon-390553008e2d
tylerwmarrs's Repositories
tylerwmarrs/data-engineering-project-doc-templates
This is project documentation templates derived from CRISP-DM to be used for Data Engineering projects.
tylerwmarrs/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.
tylerwmarrs/dtw-lbkeogh-clustering
Dynamic Time Warping Clustering with LB_Keogh
tylerwmarrs/pokemon-battle-simulation
Supporting repository for the article https://towardsdatascience.com/gotta-simulate-em-all-pokemon-390553008e2d
tylerwmarrs/dotfiles
Various Linux configs
tylerwmarrs/pandas-dedupe
Simplifies use of the Dedupe library via Pandas
tylerwmarrs/leds-micropy
A repository used to store my MicroPython NeoPixel based codes using ESP8266 microcontrollers.
tylerwmarrs/airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
tylerwmarrs/airflow-email-example
tylerwmarrs/awesome-quant
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
tylerwmarrs/awesome-time-series
list of papers, code, and other resources
tylerwmarrs/datahub
The Metadata Platform for the Modern Data Stack
tylerwmarrs/great_expectations
Always know what to expect from your data.
tylerwmarrs/homeassistant_ecowitt
Ecowitt Weather Station integration for homeassistant
tylerwmarrs/KDD2017R
Tutorial on Scaling R at KDD 2017
tylerwmarrs/lifelines
Survival analysis in Python
tylerwmarrs/mass2-js
Example of how to implement MASS2 in JavaScript
tylerwmarrs/matrixprofile
A Python 2 and 3 library making time series data mining tasks utilizing matrix profile algorithms accessible to everyone.
tylerwmarrs/matrixprofile-ts
A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile
tylerwmarrs/mkalgo
Mueen-Keogh Algorithm for finding timeseries motifs
tylerwmarrs/mstamp
tylerwmarrs/numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
tylerwmarrs/pyMatrixProfile
Python implementation of matrix profile algorithms (http://www.cs.ucr.edu/~eamonn/MatrixProfile.html)
tylerwmarrs/pyviz
How to solve visualization problems with Python tools
tylerwmarrs/reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
tylerwmarrs/scikit-feature
open-source feature selection repository in python (DMML Lab@ASU)
tylerwmarrs/scikit-survival
Survival analysis built on top of scikit-learn
tylerwmarrs/seglearn
Python module for machine learning time series:
tylerwmarrs/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/tylerwmarrs.github.io
Personal website hosted via GitHub at tylermarrs.com