Package Health Score

90 / 100

security
No known security issues
popularity
Recognized
maintenance
Healthy
community
Active

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Popularity

Recognized

GitHub Stars: 17.22K
Forks: 4.16K
Contributors: 150

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package mlagents-envs, we found that it has been starred 17,224 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Oct 5, 2024
Direct Vulnerabilities: 0
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Indirect Vulnerabilities: 0
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License Risk: 0
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All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

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Maintenance

Healthy

Commit Frequency

Open Issues: 16
Open PR: 35
Last Release: 2 months ago
Last Commit: 25 days ago

Further analysis of the maintenance status of mlagents-envs based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Healthy.

We found that mlagents-envs demonstrates a positive version release cadence with at least one new version released in the past 3 months.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Active

Readme: Yes
Contributing.md: Yes
Code of Conduct: Yes
Contributors: 150
Funding: No

A good and healthy external contribution signal for mlagents-envs project, which invites more than one hundred open source maintainers to collaborate on the repository.

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Package

Python Versions Compatibility: <=3.10.12,>=3.10.1

Age: 6 years
Latest Release: 2 months ago
Dependencies: 1 Direct
Versions: 46
Maintainers: 3
Wheels: OS Independent

Readme

Unity ML-Agents Python Interface

The mlagents_envs Python package is part of the ML-Agents Toolkit. mlagents_envs provides three Python APIs that allows direct interaction with the Unity game engine:

A single agent API (Gym API)
A gym-like multi-agent API (PettingZoo API)
A low-level API (LLAPI)

The LLAPI is used by the trainer implementation in mlagents. mlagents_envs can be used independently of mlagents for Python communication.

Installation

Install the mlagents_envs package with:

python -m pip install mlagents_envs==1.1.0

Usage & More Information

See

for more information on how to use the API to interact with a Unity environment.

For more information on the ML-Agents Toolkit and how to instrument a Unity scene with the ML-Agents SDK, check out the main ML-Agents Toolkit documentation.

Limitations

mlagents_envs uses localhost ports to exchange data between Unity and Python. As such, multiple instances can have their ports collide, leading to errors. Make sure to use a different port if you are using multiple instances of UnityEnvironment.
Communication between Unity and the Python UnityEnvironment is not secure.
On Linux, ports are not released immediately after the communication closes. As such, you cannot reuse ports right after closing a UnityEnvironment.

mlagents-envs dependencies

cloudpickle

FAQs

What is mlagents-envs?

Unity Machine Learning Agents Interface. Visit Snyk Advisor to see a full health score report for mlagents-envs, including popularity, security, maintenance & community analysis.

Is mlagents-envs popular?

The python package mlagents-envs receives a total of 6,019 weekly downloads. As such, mlagents-envs popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is mlagents-envs well maintained?

We found that mlagents-envs demonstrated a healthy version release cadence and project activity. It has a community of 150 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is mlagents-envs safe to use?

The python package mlagents-envs was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 22 November-2024, at 12:30 (UTC).

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mlagents-envs

Unity Machine Learning Agents Interface For more information about how to use this package see README

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Readme

Unity ML-Agents Python Interface

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Usage & More Information

Limitations

mlagents-envs dependencies

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Is mlagents-envs well maintained?

Is mlagents-envs safe to use?

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Commit Frequency

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Readme

Unity ML-Agents Python Interface

Installation

Usage & More Information

Limitations

mlagents-envs dependencies

FAQs

What is mlagents-envs?

Is mlagents-envs popular?

Is mlagents-envs well maintained?

Is mlagents-envs safe to use?

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Source Code

Open Source

Container

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