Welcome to The Repo! π
Each week, I'll curate three gems from the data science community:ποΈ Re: Remarkable Repository
π» P: Prolific Programmer
π’ O: Outstanding Organization
I hope you find them as valuable and insightful as I do.
You can find all recommendations in the GitHub repository at finnoh/repo!
const-ae/ggsignif
ποΈ Repository | Adding significance levels in your ggplot boxplots
A nice addition to your next visualizations in R, if you are interested in reporting (statistically) significant differences between groups. Neat.
Lilian Weng
π» Programmer | In-depth, technical, explanations of LLMs and Transformers
Lilian Weng is the Head of Safety Systems at OpenAI and her blog LilβLog provides many exciting, long-form, and in-depth articles on deep learning. Her post The Transformer Family Version 2.0 is a super-rich resource for understanding Transformer models and the math behind them. It is a great read for a sunny afternoon.
Machine Learning University
π’ Organization | Graphical explanations of various machine learning topics
The Machine Learning University is an initiative by Amazon and provides articles on various machine learning topics. I am reluctant to call them βarticlesβ as they are more like self-paced presentations, with many visualizations in-between short and concise explanations. Nevertheless, a fantastic resource for self-study and use in teaching.
So far, you can find articles on e.g.
Neural Networks
Regression
ROC & AUC
Reinforcement Learning
Random Forests
β¦