notes tagged #ml
- yt-search: Semantic Search Over YouTube Transcripts
A CLI tool that lets AI agents search YouTube video content using a hybrid RAG pipeline with dense + sparse retrieval and cross-encoder reranking.
- The "Zoo" of Performance Metrics: A Complete Guide to the Confusion Matrix
A comprehensive breakdown of every confusion matrix metric, explaining what it is, when to use it, and the formula behind it.
- Something little on group testing
How effectively search for defects/outliers.
- My cheatsheet for plots
What I have learned after four years in Data Science.
- Rickrolled by LLM
Rick Astley is embedded in LLM weights making him immortal.
- LightRL
Lightweight reinforcement learning python library.
- Measurement error in regression
Guide to linear and weighted regression, focusing on fitting with measurement errors and error propagation into parameters.
- Use polars, not pandas
For those who are not familiar, polars is package like pandas, but faster, better and written in rust.
- Logistic Regression with pure SQL
Is it possible to fit Logistic Regression model with SQL? The answer is yes, if you wonder.
- Simulation of a candle flame with VAE ONNX in ReactJS
What if you let VAE to learn the representation of candle and then you will start moving slowly in the latent space?