Alex does a variety of things poorly - swift, data science, datavis, ML, drawing, AR, unity, etc, etc.
Yay, more 100 Days of SwiftUI today!
I worked on some basic stuff: using Stepper to step through a range of numbers, and using DatePicker. I don’t think I’ll have much use for Stepper in an iNat app, but the SwfitUI DatePicker will be a signficant improvement to the third party component I’m using today.
We also created a simple tabular regressor model in Create ML. I sometimes train ML models for work using other tools, like Tensorflow. It was fun to see how easy it is to make a new model with Create ML. I asked for an Automatic algorithm and once trained, by opening the produced model I can see that it’s a Feature Vectorizer -> GLM Regressor, so it looks like Create ML picked linear regression. I guess tomorrow we’ll experiment with putting the model into the app and showing results.
I’m not sure how applicable Create ML will ever be for iNaturalist - any models we make need to be available for web apps and Android as well as iOS. However, it could be a fun tool for prototyping different model types and experimenting with how to integrate ML techniques into mobile UI.tags: swift - swiftui