Anthony Gitter

We are going to start experimenting with the Carpentries template on a `gh-pages` branch. Initially, we'll keep it independent of `master`. If we like this direction, we'll decide how to...

@sstevens2 you're right! Thanks for catching this before we tested any customization. I deleted that `gh-pages` branch and started over. New attribution in f92efa51226a5787db45b609a6a08aaacabd4518 Initialized using ``` git remote add...

[Three pitfalls to avoid in machine learning](https://www.nature.com/articles/d41586-019-02307-y) is written at an appropriate level for our audience. Their pitfalls are all relevant for biology: - Splitting data inappropriately - Hidden variables...

There is also a deep learning intro now in carpentries-incubator: https://github.com/carpentries-incubator/deep-learning-intro

This comic is a good overview of the major ML concepts we want to teach: https://cloud.google.com/products/ai/ml-comic-1/

Here's another great article for beginners: [How to Read Articles That Use Machine Learning: Users’ Guides to the Medical Literature](https://jamanetwork.com/journals/jama/article-abstract/2754798) Some aspects toward the end are clinically oriented and less...

This slide deck on evaluating machine learning claims is targeted toward a similar audience. The examples of which reported accuracies you would trust is a good illustration of how to...

This repository is collecting interactive ML demos: https://github.com/MilesCranmer/awesome-ml-demos

a8ad8e00c91eafc1c357f287611d2daaa340fa13 5180d4845e2146f713321e8f530a9ae9f1af0770 0f04fcd2df04af2b6f5aa89518d45fac40d25961 and f398327e8fe640301f6e1501ea972b8c360cd636 are initial steps toward moving these files.

The interactive demo works, but I had to hard code file paths. I need to revert 5101fcc8be0db995ddf800b6ec09315638888524 and fix the relative paths.