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hello-agents vs qlib

hello-agents and qlib share 5 technologies: torch, lxml, openpyxl, beautifulsoup4, and loguru. Both are written in Python.

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What they share and what sets them apart

datawhalechina

hello-agents

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

Python86kRead on November 4, 2026, at commit 36f583cWhat is hello-agents built with?

Only in hello-agents

In common

microsoft

qlib

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.

Python50kRead on November 5, 2026, at commit 5435523What is qlib built with?

Only in qlib

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
hello-agents226,661 lines written1,212 code files
qlib78,929 lines written219 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.
hello-agents2.4% of its commits signed by AIWith Codex, Cursor, and Claude Code
qlib0.2% of its commits signed by AIWith GitHub Copilot
ActivityFrom GitHub and its history, on the day SeeRepo read it.
hello-agentsLast push October 13, 2026660 commits86,039 stars
qlibLast push November 4, 20261,852 commits50,029 stars
TestsThe files that test the code, and the share of code files a test imports.
hello-agents97 test files6.9% of its code files have a test that imports them
qlib56 test files36.5% of its code files have a test that imports them

Frequently asked questions

Which is bigger, hello-agents or qlib?
hello-agents, with 226,661 lines written; qlib has 78,929.

The proof: datawhalechina/hello-agents's code at commit 36f583c

Which has more GitHub stars, hello-agents or qlib?
hello-agents, with 86,039 stars; qlib has 50,029.

The proof: datawhalechina/hello-agents on GitHub

Which has more tests, hello-agents or qlib?
hello-agents, with 97 test files; qlib has 56.

The proof: datawhalechina/hello-agents's code at commit 36f583c

Which was updated more recently, hello-agents or qlib?
qlib: its last push was on November 4, 2026, and hello-agents's on October 13, 2026.

The proof: microsoft/qlib's commits on GitHub

Which has more commits signed by AI, hello-agents or qlib?
hello-agents: an AI signed 2.4% of its commits, with Codex, Cursor, and Claude Code; in qlib, 0.2%.

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