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ai-agent-book vs pandas

ai-agent-book and pandas share 11 technologies: psycopg2-binary, Postgres, pyarrow, matplotlib, seaborn, lxml, xlrd, xlsxwriter, beautifulsoup4, openpyxl, and markdown. Both are written in Python.

Read it as markdown

What they share and what sets them apart

bojieli

ai-agent-book

《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码

Python57.2kRead on November 5, 2026, at commit dbc046eWhat is ai-agent-book built with?

Only in ai-agent-book

In common

pandas-dev

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

Python50.4kRead on November 5, 2026, at commit 249a3e4What is pandas built with?

Only in pandas

  • gcsfs
  • pickleshare
  • pyiceberg
  • pymysql
  • fastparquet
  • s3fs
  • ipywidgets
  • SQLAlchemy
  • html5lib
  • nbformat
  • odfpy
  • jinja2
  • feedparser
  • nbconvert
  • python-calamine
  • pyxlsb

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
ai-agent-book422,447 lines written1,067 code files
pandas758,101 lines written297 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
ai-agent-book20.8% of its commits signed by AIWith Claude Code
pandas4.2% of its commits signed by AIWith Claude Code, GitHub Copilot, and Devin
ActivityFrom GitHub and its history, on the day SeeRepo read it.
ai-agent-bookLast push October 8, 20261,610 commits57,240 stars
pandasLast push November 5, 202636,566 commits50,368 stars
TestsThe files that test the code, and the share of code files a test imports.
ai-agent-book624 test files34.3% of its code files have a test that imports them
pandas1,263 test files56.6% of its code files have a test that imports them

Frequently asked questions

Which is bigger, ai-agent-book or pandas?
pandas, with 758,101 lines written; ai-agent-book has 422,447.

The proof: pandas-dev/pandas's code at commit 249a3e4

Which has more GitHub stars, ai-agent-book or pandas?
ai-agent-book, with 57,240 stars; pandas has 50,368.

The proof: bojieli/ai-agent-book on GitHub

Which has more tests, ai-agent-book or pandas?
pandas, with 1,263 test files; ai-agent-book has 624.

The proof: pandas-dev/pandas's code at commit 249a3e4

Which was updated more recently, ai-agent-book or pandas?
pandas: its last push was on November 5, 2026, and ai-agent-book's on October 8, 2026.

The proof: pandas-dev/pandas's commits on GitHub

Which has more commits signed by AI, ai-agent-book or pandas?
ai-agent-book: an AI signed 20.8% of its commits, with Claude Code; in pandas, 4.2%.

The proof: the commits each tool signed in bojieli/ai-agent-book

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