This message, related to the development of the theme, only displays on the localhost homepage to notify you of any important theme changes.


Version 1.1.0 - May 18, 2020

With this version, the theme has fully implemented static search using lunr.js. That being said, a few modifications were necessary to implement this feature.

To utilize this, or future version of Hugo Future Imperfect Slim, please make the following changes:

  1. Add the following to your config.toml before [params]:
...
disableLanguages = [""]

[outputs]
    home = ["html", "json"]

[params]
...
  1. Remove the underscore from all about and contact page file names: _index.md --> index.md

  2. Add layout = "about" or layout = "contact" to all of the files you just just adjusted the file names for.

While I realize this is inconvenient, I hope that it is worth it to you in the long run. Thanks for using the theme, and feel free to submit issues as needed.

David Neuzerling

David Neuzerling

Data, Maths, R

19 minute read

There’s always a need for more tidymodels examples on the Internet. Here’s a simple machine learning model using the recent coffee Tidy Tuesday data set. The plot above gives the approach: I’ll define some preprocessing and a model, optimise some hyperparameters, and fit and evaluate the result. And I’ll piece all of the components together using targets, an experimental alternative to the drake package that I love so much.

10 minute read

I’m obsessed with how to structure a data science project. The time I spend worrying about project structure would be better spent on actually writing code. Here’s my preferred R workflow, and a few notes on Python as well.

7 minute read

Suppose I want a function that runs some setup code before it runs the first time. Maybe I’m using dplyr but I haven’t properly declared all of my dplyr calls in my function, so I want to run library(dplyr) before the actual function is run. Or maybe I want to install a package if it isn’t already installed, or restore a renv file, or any other setup process. I only want this special code to run the first time my function is called. After that, the function that runs should be…

24 minute read

MLflow is a platform for the “machine learning cycle”. It’s a suite of tools for managing models, with tracking of hyperparameters and metrics, a registry of models, and options for serving. It’s this last bit that I’m going to focus on today.

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