View tsfresh on Snyk Open Source Advisor

Package Health Score

70 / 100

security
Security review needed
popularity
Popular
maintenance
Sustainable
community
Sustainable

Explore Similar Packages

Popularity

Popular

GitHub Stars: 8.49K
Forks: 1.22K
Contributors: 90

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package tsfresh, we found that it has been starred 8,493 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Aug 3, 2024
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

We found a way for you to contribute to the project! Looks like tsfresh 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

Sustainable

Commit Frequency

Open Issues: 57
Open PR: 11
Last Release: 5 months ago
Last Commit: 1 month ago

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

We found that tsfresh demonstrates a positive version release cadence with at least one new version released in the past 12 months.

In the past month we didn't find any pull request activity or change in issues status has been detected for the GitHub repository.

Community

Sustainable

Readme: No
Contributing.md: No
Code of Conduct: No
Contributors: 90
Funding: No

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

We found a way for you to contribute to the project! Looks like tsfresh is missing a Code of Conduct.

How about a good first contribution to this project? It seems that tsfresh is missing a README file.

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

Age: 8 years
Latest Release: 5 months ago
Dependencies: 1 Direct / 26 Total
Versions: 30
Maintainers: 0
Wheels: OS Independent

Not sure how to use tsfresh?

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

earthgecko / skyline / utils / test_ionosphere_echo.py View on Github

del converted
        else:
            print('file found %s, using for data' % minmax_fp_ts_csv)

        if not os.path.isfile(minmax_fp_ts_csv):
            print('error :: file not found %s' % minmax_fp_ts_csv)
        else:
            print('file exists to create the minmax_fp_ts data frame from - %s' % minmax_fp_ts_csv)

        try:
            df = pd.read_csv(minmax_fp_ts_csv, delimiter=',', header=None, names=['metric', 'timestamp', 'value'])
            df.columns = ['metric', 'timestamp', 'value']
        except:
            print('error :: failed to created data frame from %s' % (str(minmax_fp_ts_csv)))
        try:
            df_features = extract_features(
                df, column_id='metric', column_sort='timestamp', column_kind=None,
                column_value=None, feature_extraction_settings=tsf_settings)
        except:
            print('error :: failed to created df_features from %s' % (str(minmax_fp_ts_csv)))
        # Create transposed features csv
        if not os.path.isfile(minmax_fp_fname_out):
            # Transpose
            df_t = df_features.transpose()
            df_t.to_csv(minmax_fp_fname_out)

        try:
            # Calculate the count and sum of the features values
            df_sum = pd.read_csv(
                minmax_fp_fname_out, delimiter=',', header=0,
                names=['feature_name', 'value'])
            df_sum.columns = ['feature_name', 'value']

View more ways to use tsfresh

tsfresh dependencies

cloudpickle

FAQs

What is tsfresh?

tsfresh extracts relevant characteristics from time series. Visit Snyk Advisor to see a full health score report for tsfresh, including popularity, security, maintenance & community analysis.

Is tsfresh popular?

The python package tsfresh receives a total of 71,192 weekly downloads. As such, tsfresh popularity was classified as a popular. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is tsfresh well maintained?

We found indications that tsfresh maintenance is sustainable demonstrating some project activity. We saw a total of 90 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is tsfresh safe to use?

While scanning the latest version of tsfresh, 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 25 December-2024, at 01:08 (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

tsfresh

tsfresh extracts relevant characteristics from time series 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 tsfresh?

tsfresh dependencies

FAQs

What is tsfresh?

Is tsfresh popular?

Is tsfresh well maintained?

Is tsfresh 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 tsfresh?

tsfresh dependencies

FAQs

What is tsfresh?

Is tsfresh popular?

Is tsfresh well maintained?

Is tsfresh 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