ComputerWit

Say you have a classification model with an accuracy of 98%, while the current manual system you're replacing is 98.7% accurate. Is the model good enough to put in production? Obviously that's not enough information, but what *is* enough information? iantayler.com/2022/07/04/is-…

After working with @PyTorch's TorchServe for a bit (And doing a full 360 love it, hate it, love it cycle) I wrote on how to customize it so people could extend it even further. And hopefully spare a few headaches. Go check it out! pento.ai/blog/custom-to…

Yesterday I found myself googling how to download multiple files from #AWS S3 in parallel using #Python After not finding anything reliable and spending a couple of hours on it, I wrote a post about what I learned and how to do it emasquil.github.io/posts/multithr…

Searching for optimal classification thresholds (e.g. for building decision trees) can be done neatly in log-linear time. The underlying idea of how to do it turns out to be useful in a bunch of unexpected cases. iantayler.com/2021/03/09/fas…

I wrote about abusing python's arbitrarily large ints to store entire lists in them using Gödel Numbering. iantayler.com/2020/12/07/sto…