Package Health Score

63 / 100

security
Security review needed
popularity
Small
maintenance
Inactive
community
Active

Popularity

Small

GitHub Stars: 8.95K
Forks: 658
Contributors: 180

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package wandb-testing, we found that it has been starred 8,950 times.

Security

Security review needed

Security and license risk for latest version

Release Date: May 24, 2018
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
1
M
0
L

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

License

MIT

Security Policy

Yes

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Maintenance

Inactive

Commit Frequency

Open Issues: 877
Open PR: 140
Last Release: 6 years ago
Last Commit: 2 months ago

Further analysis of the maintenance status of wandb-testing 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 wandb-testing 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: 180
Funding: No

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

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Package

Python Versions Compatibility: ==2.6.*, ==2.7.*, ==3.3.*, ==3.4.*, ==3.5.*

Age: 7 years
Latest Release: 6 years ago
Dependencies: N/A
Versions: 8
Maintainers: 2
Wheels: OS Independent

Readme

Weights and Biases

The Weights and Biases client is an open source library, CLI (wandb), and local web application for organizing and analyzing your machine learning experiments. Think of it as a framework-agnostic lightweight TensorBoard that persists additional information such as the state of your code, system metrics, and configuration parameters.

Local Features

Store config parameters used in a training run
Associate version control with your training runs
Search, compare, and visualize training runs
Analyze system usage metrics alongside runs

Cloud Features

Collaborate with team members
Run parameter sweeps
Persist runs forever

Quickstart

pip install wandb

In your training script:

import wandb
from wandb.keras import WandbCallback
# Your custom arguments defined here
args = ...

run = wandb.init(config=args)
run.config["more"] = "custom"

def training_loop():
    while True:
        # Do some machine learning
        epoch, loss, val_loss = ...
        # Framework agnostic / custom metrics
        run.history.add({"epoch": epoch, "loss": loss, "val_loss": val_loss})
        # Keras metrics
        model.fit(..., callbacks=[WandbCallback()])

Running your training script will save data in a directory named wandb relative to your training script. To view your runs, call wandb board from the same directory as your training script.

Runs screenshot

Cloud Usage

Signup for an account, then run wandb init from the directory with your training script. You can checkin wandb/settings to version control to enable other users on your team to share experiments. Run your script with wandb run my_script.py and all metadata will be synced to the cloud.

Detailed Usage

Framework specific and detailed usage can be found in our documentation.

Development

See https://github.com/wandb/client/blob/master/DEVELOPMENT.md

FAQs

What is wandb-testing?

A CLI and library for interacting with the Weights and Biases API. Visit Snyk Advisor to see a full health score report for wandb-testing, including popularity, security, maintenance & community analysis.

Is wandb-testing popular?

The python package wandb-testing receives a total of 67 weekly downloads. As such, wandb-testing popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is wandb-testing well maintained?

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

Is wandb-testing safe to use?

While scanning the latest version of wandb-testing, 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 12 November-2024, at 22:20 (UTC).

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wandb-testing

A CLI and library for interacting with the Weights and Biases API. For more information about how to use this package see README

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Package Health Score

Popularity

Direct Usage Popularity

Security

Security and license risk for latest version

Maintenance

Commit Frequency

Community

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Package

Readme

Weights and Biases

Local Features

Cloud Features

Quickstart

Cloud Usage

Detailed Usage

Development

FAQs

What is wandb-testing?

Is wandb-testing popular?

Is wandb-testing well maintained?

Is wandb-testing 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

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

Weights and Biases

Local Features

Cloud Features

Quickstart

Cloud Usage

Detailed Usage

Development

FAQs

What is wandb-testing?

Is wandb-testing popular?

Is wandb-testing well maintained?

Is wandb-testing 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

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