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keras vs ml-agents

keras and ml-agents share 3 technologies: h5py, torch, and pillow. Both are written in Python.

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What they share and what sets them apart

keras-team

keras

Deep Learning for humans

Python64.4kRead on November 9, 2026, at commit c55eefdWhat is keras built with?

Only in keras

In common

Unity-Technologies

ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

Python19.8kRead on November 5, 2026, at commit 4649106What is ml-agents built with?

Only in ml-agents

  • gymnasium

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
keras326,501 lines written625 code files
ml-agents81,989 lines written300 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.
keras0.6% of its commits signed by AIWith Gemini CLI, Jules, Claude Code, and Cursor
ml-agents0.1% of its commits signed by AIWith Claude Code
ActivityFrom GitHub and its history, on the day SeeRepo read it.
kerasLast push November 9, 202611,754 commits64,418 stars
ml-agentsLast push October 30, 20263,177 commits19,822 stars
TestsThe files that test the code, and the share of code files a test imports.
keras320 test files34.9% of its code files have a test that imports them
ml-agents160 test files55.3% of its code files have a test that imports them

Frequently asked questions

Which is bigger, keras or ml-agents?
keras, with 326,501 lines written; ml-agents has 81,989.

The proof: keras-team/keras's code at commit c55eefd

Which has more GitHub stars, keras or ml-agents?
keras, with 64,418 stars; ml-agents has 19,822.

The proof: keras-team/keras on GitHub

Which has more tests, keras or ml-agents?
keras, with 320 test files; ml-agents has 160.

The proof: keras-team/keras's code at commit c55eefd

Which was updated more recently, keras or ml-agents?
keras: its last push was on November 9, 2026, and ml-agents's on October 30, 2026.

The proof: keras-team/keras's commits on GitHub

Which has more commits signed by AI, keras or ml-agents?
keras: an AI signed 0.6% of its commits, with Gemini CLI, Jules, Claude Code, and Cursor; in ml-agents, 0.1%.

The proof: the commits each tool signed in keras-team/keras

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