Feature Extraction
Kernels
Scikit-learn
kernel
governance
provenance
suite
embeddings
word-embeddings
doi:10.5281/zenodo.19944926
Instructions to use SZLHOLDINGS/szl-kernels with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Kernels
How to use SZLHOLDINGS/szl-kernels with Kernels:
# !pip install kernels from kernels import get_kernel kernel = get_kernel("SZLHOLDINGS/szl-kernels") - Scikit-learn
How to use SZLHOLDINGS/szl-kernels with Scikit-learn:
from huggingface_hub import hf_hub_download import joblib model = joblib.load( hf_hub_download("SZLHOLDINGS/szl-kernels", "sklearn_model.joblib") ) # only load pickle files from sources you trust # read more about it here https://skops.readthedocs.io/en/stable/persistence.html - Notebooks
- Google Colab
- Kaggle
fix: correct security contact to live domain (szlholdings.com; .ai does not resolve)
595b355 verified Security Policy
Reporting a Vulnerability
Do NOT open a public issue for security vulnerabilities.
Please report security vulnerabilities via email to security@szlholdings.com with:
- Description of the vulnerability
- Steps to reproduce
- Potential impact assessment
- Any suggested mitigations
Response SLA
| Severity | Initial Response | Resolution Target |
|---|---|---|
| Critical | 24 hours | 7 days |
| High | 48 hours | 30 days |
| Medium | 5 business days | 90 days |
| Low | 10 business days | 180 days |
We follow a 90-day responsible disclosure policy.
Supply-Chain Security
- SLSA Build Level 1 — build provenance generated per release (honest; not L2/L3)
- DCO required — all commits carry
Signed-off-by:trailers per Linux Foundation DCO - Cosign keyless signing — verify with
cosign verify ghcr.io/szl-holdings/szl-kernels:<tag> - SBOM — CycloneDX SBOM attached to each release
Contact
- Security disclosures: security@szlholdings.com
- General: hello@szlholdings.com
- Website: https://szlholdings.com
This policy follows the OpenSSF Vulnerability Disclosure Guide.