Package Health Score

57 / 100

security
Security review needed
popularity
Small
maintenance
Inactive
community
Active

Explore Similar Packages

mlflow
73

Popularity

Small

GitHub Stars: 5.26K
Forks: 323
Contributors: 80

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package aim-mlflow, we found that it has been starred 5,260 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Apr 11, 2023
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
5
M
0
L

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

License

Apache-2.0

Security Policy

We found a way for you to contribute to the project! Looks like aim-mlflow is missing a security policy.

You can connect your project's repository to Snyk to stay up to date on security alerts and receive automatic fix pull requests.

Keep your project free of vulnerabilities with Snyk

Maintenance

Inactive

Commit Frequency

Open Issues: 367
Open PR: 17
Last Release: 2 years ago
Last Commit: 9 days ago

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

An important project maintenance signal to consider for aim-mlflow is that it hasn't seen any new versions released to PyPI in the past 12 months, and could be considered as a discontinued project, or that which receives low attention from its maintainers.

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: 80
Funding: No

With more than 10 contributors for the aim-mlflow repository, this is possibly a sign for a growing and inviting community.

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Ensure all the packages you're using are healthy and well-maintained

Snyk Vulnerability Scanner

Get health score & security insights directly in your IDE

Package

Python Versions Compatibility: >=3.7.0

Age: 2 years
Latest Release: 2 years ago
Dependencies: 3 Direct / 74 Total
Versions: 4
Maintainers: 0
Wheels: OS Independent

Readme

aimlflow

Aim-powered supercharged UI for MLFlow logs

Run beautiful UI on top of your MLflow logs and get powerful run comparison features.

About

aimlflow helps to explore various types of metadata tracked during the training with MLFLow, including:

hyper-parameters
metrics
images
audio
text

More about Aim: https://github.com/aimhubio/aim

More about MLFLow: https://github.com/mlflow/mlflow

Getting Started

Follow the steps below to set up aimlflow.

Install aimlflow on your training environment:

pip install aim-mlflow

Run live time convertor to sync MLFlow logs with Aim:

aimlflow sync --mlflow-tracking-uri={mlflow_uri} --aim-repo={aim_repo_path}

Run the Aim UI:

aim up --repo={aim_repo_path}

Why use aimlflow?

Powerful pythonic search to select the runs you want to analyze.

Group metrics by hyperparameters to analyze hyperparameters’ influence on run performance.

Select multiple metrics and analyze them side by side.

Aggregate metrics by std.dev, std.err, conf.interval.

Align x axis by any other metric.

Scatter plots to learn correlations and trends.

High dimensional data visualization via parallel coordinate plot.

aim-mlflow dependencies

aim mlflow tqdm

FAQs

What is aim-mlflow?

Aim-MLflow integration. Visit Snyk Advisor to see a full health score report for aim-mlflow, including popularity, security, maintenance & community analysis.

Is aim-mlflow popular?

The python package aim-mlflow receives a total of 174 weekly downloads. As such, aim-mlflow popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is aim-mlflow well maintained?

We found indications that aim-mlflow is an Inactive project. See the full package health analysis to learn more about the package maintenance status.

Is aim-mlflow safe to use?

While scanning the latest version of aim-mlflow, we found that a security review is needed. A total of 0 vulnerabilities or license issues were detected. See the full security scan results.

Last updated on 14 December-2024, at 14:23 (UTC).

Build a secure application checklist

Select a recommended open source package

Minimize your risk by selecting secure & well maintained open source packages

DONE

Scan your app for vulnerabilities

Scan your application to find vulnerabilities in your: source code, open source dependencies, containers and configuration files

SCAN NOW

Fix identified vulnerabilities

Easily fix your code by leveraging automatically generated PRs

AUTO FIX

Monitor for new issues

New vulnerabilities are discovered every day. Get notified if your application is affected

MONITOR APP

aim-mlflow

Aim-MLflow integration For more information about how to use this package see README

Ensure you're using the healthiest python packages

Package Health Score

Explore Similar Packages

Popularity

Direct Usage Popularity

Security

Security and license risk for latest version

Maintenance

Commit Frequency

Community

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Package

Readme

aimlflow

Aim-powered supercharged UI for MLFlow logs

About

Getting Started

Why use aimlflow?

aim-mlflow dependencies

FAQs

What is aim-mlflow?

Is aim-mlflow popular?

Is aim-mlflow well maintained?

Is aim-mlflow safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Explore Similar Packages

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Readme

aimlflow

Aim-powered supercharged UI for MLFlow logs

About

Getting Started

Why use aimlflow?

aim-mlflow dependencies

FAQs

What is aim-mlflow?

Is aim-mlflow popular?

Is aim-mlflow well maintained?

Is aim-mlflow safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

Monitor for new issues