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Farama-Foundation/PettingZoo

A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities

Python NOASSERTION main Stack scanned README.md
Stars
3,463
Forks
506
Watchers
16
Issues
31
Commits
4,668
Awesome lists
1

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Activity and growth

Tracked growth, recent movement, and commit velocity from stored repository snapshots.

Latest capture 2026-07-07 03:15

Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Stars since baseline
+43
Snapshot coverage
6

Tracked growth

6 captures since 2026-05-22

Stars from baseline +43

Time horizon

All tracked data

Stars history

Total stars

Commits history

Default branch commits

Detected stack

Frameworks, package managers, ecosystems, and dependency manifests found during catalog scans.

Scanned 2026-07-07 03:15

Stack signals
2
Package managers
2
Manifest files
13
Dependencies
73

Frameworks and tools

  • LangChain ai framework · high confidence
  • pytest test framework · high confidence
PEP 517 pip python

Dependency files

13 manifests
  • pyproject.toml python ecosystem, 21 dependencies
  • setup.py python ecosystem, 0 dependencies
  • docs/requirements.txt python ecosystem, 4 dependencies
  • tutorials/AgileRL/requirements.txt python ecosystem, 13 dependencies
  • tutorials/CleanRL/requirements.txt python ecosystem, 6 dependencies
  • tutorials/CustomEnvironment/requirements.txt python ecosystem, 2 dependencies
  • tutorials/LangChain/requirements.txt python ecosystem, 4 dependencies
  • tutorials/Ray/requirements.txt python ecosystem, 6 dependencies
  • 5 more files

Classification

Searchable topics, generated tags, and stack labels that explain where this repository fits.

Topics
5
Tags
0
Stacks
2

AI development signals

Agent instructions and tool configuration paths found in the repository tree.

0 paths
No AI development config files detected.

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Metadata

Language
Python
License
NOASSERTION
Default branch
main
Created
2020-01-20
First commit
2020-01-21
Last pushed
2026-07-06
GitHub updated
2026-07-06
Last synced
2026-07-07 03:15
Stack detected
2026-07-07 03:15
Archived
no
GitHub Website

https://pettingzoo.farama.org

README

Appears in

1