Tags

Basel framework

• Basel Framework
• Vasicek in Basel

LLM

• LLM eval for my personal usage

data engineering

• A dimensional approach to data quality principles
• Essentials of polars for pandas experts
• Exploring a large database
• Generate test dataframe with polars (powered by hypothesis)
• Intro to Snowpark API
• Polars streaming tricks
• Puzzling query optimization behaviour and dtypes shrinking in polars
• SQLite: the absolute basics
• Use code when Dataiku's UI gets in the way
• Working with large datasets in Snowflake
• duckdb basics

dev tips

• A patching pattern

dev tools

• Build a mortgate calculator with fasthtml
• Cheatsheet for regular expression
• Fork, merge and PR
• Logging in python
• Mini-tutorial for python packaging, release and publish
• Static site generator using fasthtml
• Technical writing with material for mkdocs
• Use code when Dataiku's UI gets in the way

low latency programming

• GPU puzzles annotated
• Intro to Jax

machine learning

• Hierarchical clustering with 36 LOC
• Monotonic binning with PAVA
• Random forest scaling mini-benchmark
• Repurpose hierarchical clustering for feature engineering

research

• Repurposing gitHub for mathematical research

statistics

• Repurpose hierarchical clustering for feature engineering
• The Cox survival guide: hazards, models and time
• Unpacking the k-1 in the chi-square test
• Unpacking the n-1 in the t test
• Vasicek in Basel