leadr
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tmastny
https://tmastny.github.io/leadr/
This is awesome! It would be cool if there were some thread-safe way to update the leaderboard to facilitate training multiple models in parallel. Not sure what the best way...
This idea supercedes #5. Instead of retroactively generating documentation, leadrboard.RDS columns should act as the arguments to a transformation/modeling R script/function. The R script will need to be identified in...
## Drake Challenges I encountered a few challenges [using `board`](https://github.com/tmastny/ml-default/blob/master/make.R) in a [drake](https://github.com/ropensci/drake) pipeline. 1. Working with DAGs in drake should be parallelizable. However, `board` is currently designed to write...
Seed meta-data in particular inflates the size of the leadrboard.RDS and the loading speed. The idea was to provide a function (which hasn't been implemented #5) that could recreate or...
Note that you should be able to load Keras models built in Python in R: https://github.com/rstudio/keras/issues/141 This means once I build`leadr` support for Keras, I should be able to use...
One thing to consider is the option to save various types of predictions as well as, or instead of the model. I think think of a few use cases: -...
To arrange spec if supplied: https://stackoverflow.com/questions/17031039/how-to-sort-a-character-vector-according-to-a-specific-order https://stackoverflow.com/questions/27312311/sort-a-named-list-in-r
Hi, I'm having issues with installing leadr, I tried two versions of install both give errors as: 1. using devtools: devtools::install_github("tmastny/leadr") Downloading GitHub repo tmastny/leadr@master Error: HTTP error 422. No...
