Half-Baked Book Ideas

• btt
  • Sparse raw material already recycled into the new book
• buildtogether.tech
  • consolidated material close to latest attempt
  • copied over some already
• caycuse
  • invasion percolation
  • script to download Python packages to analyze properties
  • show how to test that download script
• ds4se
  • data science for software engineers
  • basic-tools is an intro to Pandas
  • hypothesis-testing compares function lengths of Python and JavaScript programs
  • correlation extracts features from software
  • theory is an introduction to statistics (too much detail)
  • curve-fitting looks at email arrival times
  • measuring-contributions scrapes GitHub data
  • gini uses Gini coefficient to measure fairness
  • capacity-planning is an intro to queueing theory
  • parameter-estimation is an incomplete introduction to Zipf's Law
  • programmer-survey is empirical analysis of survey data
  • robust-analysis is Taschuk's Rules
  • papers summarizes some interesting papers from NWIT
  • large-numbers is a bit more statistical theory
• mesachie
  • material on general software engineering practices for data scientists
  • project includes Python project, invoke, linting, and GitHub actions (but not pre-commit hooks)
  • dstools is an intro to Pandas (copied over)
  • scraping shows how to scrape data from PyPI
• nitinat
  • simple data science project step by step
• nitinat2
  • abortive rewrite of nitinat
• seceba
  • abortive rewrite of btt
• seceba-old
  • has some material on Snakemake
• secept
  • another abortive rewrite of btt, material copied over