View trax on Snyk Open Source Advisor

Package Health Score

58 / 100

security
Security review needed
popularity
Recognized
maintenance
Inactive
community
Active

Explore Similar Packages

Popularity

Recognized

GitHub Stars: 8.12K
Forks: 818
Contributors: 70

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package trax, we found that it has been starred 8,117 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Oct 26, 2021
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
3
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 trax 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: 107
Open PR: 16
Last Release: 3 years ago
Last Commit: 3 months ago

Further analysis of the maintenance status of trax 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 trax 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: 70
Funding: No

With more than 10 contributors for the trax 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: Unspecified

Age: 5 years
Latest Release: 3 years ago
Dependencies: 13 Direct / 73 Total
Versions: 24
Maintainers: 0
Wheels: OS Independent

Not sure how to use trax?

To help you get started, we've collected the most common ways that trax is being used within popular public projects.

google / trax / trax / layers / research / efficient_attention.py View on Github

while factor > 0 and not (
            self.n_buckets % factor == 0 and
            factor % 2 == 0 and
            (self.n_buckets // factor) % 2 == 0):
          factor -= 1
        if factor > 2:  # Factor of 2 does not warrant the effort.
          rot_size = factor + (self.n_buckets // factor)
          factor_list = [factor, self.n_buckets // factor]

    rotations_shape = (
        vecs.shape[-1],
        self.n_hashes if self._rehash_each_round else 1,
        rot_size // 2)

    rng = jax.lax.tie_in(vecs, rng)
    rng, subrng = backend.random.split(rng)
    random_rotations = self._sample_rotation(rotations_shape, vecs, rng)

    # TODO(lukaszkaiser): the dropout mask will be used for all rounds of
    # hashing, so it's shared between them. Check if that's what we want.
    dropped_vecs = self.drop_for_hash(vecs, subrng)
    rotated_vecs = np.einsum('tf,fhb->htb', dropped_vecs, random_rotations)

    if self._rehash_each_round:
      if self._factorize_hash and len(factor_list) > 1:
        # We factorized self.n_buckets as the product of factor_list.
        # Get the buckets for them and combine.
        buckets, cur_sum, cur_product = None, 0, 1
        for factor in factor_list:
          rv = rotated_vecs[..., cur_sum:cur_sum + (factor // 2)]
          cur_sum += factor // 2
          rv = np.concatenate([rv, -rv], axis=-1)

View more ways to use trax

trax dependencies

absl-py funcsigs gin-config gym jax jaxlib matplotlib numpy psutil scipy six tensorflow-datasets tensorflow-text

FAQs

What is trax?

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

Is trax popular?

The python package trax receives a total of 1,159 weekly downloads. As such, trax popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is trax well maintained?

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

Is trax safe to use?

While scanning the latest version of trax, 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 20 December-2024, at 19:17 (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

trax

Trax 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

Not sure how to use trax?

trax dependencies

FAQs

What is trax?

Is trax popular?

Is trax well maintained?

Is trax 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

Not sure how to use trax?

trax dependencies

FAQs

What is trax?

Is trax popular?

Is trax well maintained?

Is trax 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