Journal

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• Data Science Things Roundup #6

  July 20, 2016 · data-science machine-learning resources

  Data Science Things Roundup #6: Focuses on calendar visualizations with D3.js Calendar Heatmap and Bostock's Calendar View, plus insights on coding interviews.

• Introducing unified glob-syntax in git-pandas

  June 15, 2016 · data-science git-pandas python

  Explore the unified glob syntax (`include_globs`, `ignore_globs`) for git-pandas v2.0, offering flexible file pattern specification and usability.

• Parallelizing cumulative blame in git-pandas with joblib

  June 12, 2016 · data-science git-pandas performance

  Boost git-pandas cumulative blame analysis performance with joblib. Parallel processing via multithreading speeds up this costly operation.

• Exit Interviews in Startups

  May 5, 2016 · culture management startups

  Exit interviews are crucial for startups. Discover methods to gather honest feedback, identify systemic issues, and enhance retention from departing employees.

• When do I work on what?

  April 30, 2016 · data-science dataviz git-pandas

  Use git-pandas to analyze and visualize work patterns across open source vs. closed source projects. Compare commit times with punchcard plots. Learn the code.

• Building an Engineering Team Around Ownership

  April 28, 2016 · engineering-management leadership startups

  Clear ownership, not just cross-functional talent, defines high-performing engineering teams. Learn how role boundaries prevent micromanagement & build respect.

• Estimating the time spent on a project with git-pandas

  April 16, 2016 · git git-pandas github

  Learn how to estimate project development time using commit history with git-pandas. Compares to git_time_extractor, git-hours, and glass.

• Data Science Things Roundup #5

  March 15, 2016 · data-science machine-learning resources

  Explore Deep Q-Learning for Space Invaders, insights from Elasticsearch in production, and improved Python package management strategies.

• Automating documentation workflow with sphinx and github pages

  February 29, 2016 · documentation github open-source

  Explore a comprehensive guide on automating the deployment of Sphinx documentation to GitHub Pages, streamlining your workflow with efficient practices.

• Pypi-publisher: a simple cli for publishing python libraries

  February 24, 2016 · cli deployment open-source

  Introducing pypi-publisher (ppp): a CLI tool simplifying Python library publishing. Handles .pypirc updates, linting, git tags, and PyPI sdist uploads.