View tsfresh on Snyk Open Source Advisor

Package Health Score

73 / 100

security
Security review needed
popularity
Popular
maintenance
Healthy
community
Sustainable

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Popularity

Popular

GitHub Stars: 8.46K
Forks: 1.21K
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 8,455 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.

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Maintenance

Healthy

Commit Frequency

Open Issues: 57
Open PR: 11
Last Release: 4 months ago
Last Commit: 5 days 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 Healthy.

We found that tsfresh 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

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.

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Package

Python Versions Compatibility: >=3.7

Age: 8 years
Latest Release: 4 months ago
Dependencies: 1 Direct / 26 Total
Versions: 30
Maintainers: 4
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 that tsfresh demonstrated a healthy version release cadence and project activity. It has a community 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 24 November-2024, at 15:20 (UTC).

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tsfresh

tsfresh extracts relevant characteristics from time series For more information about how to use this package see README

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Package Health Score

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Popularity

Direct Usage Popularity

Security

Security and license risk for latest version

Maintenance

Commit Frequency

Community

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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