Package Health Score

76 / 100

security
No known security issues
popularity
Small
maintenance
Sustainable
community
Active

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Popularity

Small

GitHub Stars: 134.82K
Forks: 26.96K
Contributors: 440

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package axlearn, we found that it has been starred 134,823 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Feb 13, 2024
Direct Vulnerabilities: 0
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0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
0
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

Yes

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Maintenance

Sustainable

Commit Frequency

Open Issues: 982
Open PR: 460
Last Release: 9 months ago
Last Commit: 11 days ago

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

We found that axlearn demonstrates a positive version release cadence with at least one new version released in the past 12 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: 440
Funding: No

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

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Package

Python Versions Compatibility: >=3.9

Age: 1 year
Latest Release: 9 months ago
Dependencies: 3 Direct
Versions: 3
Maintainers: 1
Wheels: OS Independent

Readme

The AXLearn Library for Deep Learning

This library is under active development and the API is subject to change.

Section	Description
Introduction	What is AXLearn?
Getting Started	Getting up and running with AXLearn.
Concepts	Core concepts and design principles.
CLI User Guide	How to use the CLI.
Infrastructure	Core infrastructure components.

Introduction

AXLearn is a library built on top of JAX and XLA to support the development of large-scale deep learning models.

AXLearn takes an object-oriented approach to the software engineering challenges that arise from building, iterating, and maintaining models. The configuration system of the library lets users compose models from reusable building blocks and integrate with other libraries such as Flax and Hugging Face transformers.

AXLearn is built to scale. It supports the training of models with up to hundreds of billions of parameters across thousands of accelerators at high utilization. It is also designed to run on public clouds and provides tools to deploy and manage jobs and data. Built on top of GSPMD, AXLearn adopts a global computation paradigm to allow users to describe computation on a virtual global computer rather than on a per-accelerator basis.

AXLearn supports a wide range of applications, including natural language processing, computer vision, and speech recognition and contains baseline configurations for training state-of-the-art models.

Please see Concepts for more details on the core components and design of AXLearn, or Getting Started if you want to get your hands dirty.

axlearn dependencies

absl-py portpicker toml

FAQs

What is axlearn?

AXLearn. Visit Snyk Advisor to see a full health score report for axlearn, including popularity, security, maintenance & community analysis.

Is axlearn popular?

The python package axlearn receives a total of 97 weekly downloads. As such, axlearn popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is axlearn well maintained?

We found indications that axlearn maintenance is sustainable demonstrating some project activity. We saw a total of 440 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is axlearn safe to use?

The python package axlearn 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 12 November-2024, at 09:39 (UTC).

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axlearn

AXLearn For more information about how to use this package see README

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Readme

The AXLearn Library for Deep Learning

Table of Contents

Introduction

axlearn dependencies

FAQs

What is axlearn?

Is axlearn popular?

Is axlearn well maintained?

Is axlearn safe to use?

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Readme

The AXLearn Library for Deep Learning

Table of Contents

Introduction

axlearn dependencies

FAQs

What is axlearn?

Is axlearn popular?

Is axlearn well maintained?

Is axlearn safe to use?

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Select a recommended open source package

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Source Code

Open Source

Container

Config

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