The 1.1.0 release of nlp (londogard-nlp-toolkit) by londogard is finally here!
Seam Carving (Presentation & Workshop)
This is from a presentation I did last week (12th of May 2021). Notebook just under the slides!
Please note that this requires the Kotlin kernel to run as it's Kotlin and not Python.
Knowledge Distillation (Presentation)
Just a week ago I did a presentation on Knowledge Distillation and how it can help improve efficiency of models.
TIL: GitHub Pages + Progressive Web App (PWA) = â€ïž
Whatâ
Progressive Web Apps (PWAs) are web applications that are deployed on the Web and available on essentially every platform directly (Android, iOS, Linux, Windows, ... you name it).
Building a Swedish Named Entity Recognition (NER) model (Flair/Huggingface)
Not interested in reading the whole article and just wanna play around with the model(s)? Head over to londogard.com/ner.
P.S. The Flair model is available for simple installation through huggingface.co's model hub
When to use what - RegExp, String Replace & Character Replace (JVM/Kotlin)
Sometimes it's hard to know what to use, and why to use it even.
Transformers From Scratch
In this post I walk through Self-Attention Transformers from scratch with demos at the end for Text Classification & Generation, where the PyTorch-code is wrapped by fast.ai to simplify end-2-end.
TIL: GitPod - your editor in the cloud
Object Detection (Workshop)
I did a presentation/workshop on Object Detection using Transformers. It's a little bit confusing as the experience of the people that joined was very different, some even not knowing Python.
Transfer Learning (Presentation)
This is a presentation I did on Transfer Learning.