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Package · PyPI

areal

PyPI · v1.0.4 · Apache-2.0

AReaL: A Large-Scale Asynchronous Reinforcement Learning System

Tentative categories were assigned with moderate confidence (0.5 to 0.75): they are shown, but they do not count toward a category’s momentum. How categories work

Technologies

Install

pip install areal

Adoption

Adoption
Not published by PyPI
Not published
Popularity
Not published by PyPI
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Dependents
Not published by PyPI
Not published
Maintenance
0.50
DerivedRelease cadence and recency, 0 to 1
Releases per year
365
1 version over its life

Growth by period

PyPI publishes no adoption figure, so there is no growth to derive. Nothing is estimated in its place.

7 days
Not published by PyPI
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30 days
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90 days
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1 year
Not published by PyPI
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Adoption history

PyPI publishes no adoption count, so there is no history to chart. That is a fact about the registry, not a gap in ours: the package’s releases and maintenance are measured instead.

Facts from the registry

Latest version
v1.0.4
1 version
First published
JUN 10, 2026
Last release
JUN 10, 2026
5mo ago
Licence
Apache-2.0
Links
PyPI page
Homepage · github.com
Docs · areal-project.github.io

Repository

In the Crest catalog

areal-project/AReaL

The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.

Stars
5.8K
Forks
616
Language
Python
Last push
24d ago
Last release
2mo ago

Linked by the package’s own registry metadata.GitHub

Dependencies latest version · v1.0.4

Runtime 60

  • aiofilesAny version
  • aiohttp<4,>=3.13.3
  • anthropicAny version
  • awex==0.7.0
  • bloscAny version
  • build>=1.2.1
  • claude-agent-sdkAny version
  • coloramaAny version
  • colorlogAny version
  • cookiecutter>2.1.1
  • datasets>=3.0.0
  • distro-info>=1.0
  • einopsAny version
  • fastapi>=0.115.12
  • flaskAny version
  • h5pyAny version
  • httpx>=0.28.1
  • huggingface-hubAny version
  • hydra-core==1.4.0.dev1
  • json5Any version
  • langchainAny version
  • langchain-openaiAny version
  • larkAny version
  • litellm>=1.81.3
  • math-verify==0.8.0
  • mathruler==0.1.0
  • matplotlibAny version
  • mistral-common>=1.11.1
  • msgspecAny version
  • networkx==3.3
  • ninjaAny version
  • nltkAny version
  • numbaAny version
  • nvidia-ml-pyAny version
  • omegaconf==2.4.0.dev2
  • openai-agentsAny version
  • openhandsAny version
  • orjsonAny version
  • packagingAny version
  • pandasAny version
  • pebbleAny version
  • peft<=0.18.1
  • pillow>=12.1.1
  • prettytableAny version
  • psutilAny version
  • pybase64Any version
  • pybind11>=2.10.0
  • pydanticAny version
  • pylatexencAny version
  • python-dateutilAny version
  • python-debian>=0.1.49
  • python-dotenvAny version
  • pyyamlAny version
  • pyzmqAny version
  • qwen-agentAny version
  • rayAny version
  • redisAny version
  • regexAny version
  • richAny version
  • seabornAny version

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