Posts
Thoughts in data science, time-series and R.Topics covered
100 Time Series Data Mining Questions - Part 2
In the last post we started looking for a known pattern in a time series. For the next question, we will still be using the datasets available at https://github.com/matrix-profile-foundation/mpf-datasets so you can try this at home. The original code (MATLAB) and data are here. Now let’s start: Are there any repeated patterns in my data? Now we don’t know what we are looking for, but we want to discover something.100 Time Series Data Mining Questions (with answers!) - Part 1
I decided to start this series of Time Series Data Mining base on Eamonn’s presentation, so that’s why the title is “100”. That’s the idea, but for now, we only have 19 questions ready to go. I’ll use the datasets available at https://github.com/matrix-profile-foundation/mpf-datasets so you can try this at home. The original code (MATLAB) and data are here.. So, let’s start with number one: Have we ever seen a pattern that looks just like this?tsmp is going big!
Since the beginning of the tsmp package, it was evident that a series of algorithms around the Matrix Profile would pop-up sooner or later. After the creation of the Matrix Profile Foundation (MPF), the tsmp package had doubled the number of monthly downloads, and that is a good thing! The current version of tsmp, as shown in the previous post had added the new Pan-Matrix Profile and introduced the Matrix Profile API that aims to standardize high-level tools across multiple programming languages.SIR Model for Portugal - North Region
This post is just a placeholder to another post I’m maintaining in Rpubs since April, 11.
There I’m comparing the SIR Model (derived from Tim Churches) that I ran on April, 11, at least for now, with the real data available for the North region of Portugal during the COVID-19 pandemic.
Please follow this link for the SIR Model at RPubs.