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: | |
| 1. Description of the vulnerability | |
| 2. Steps to reproduce | |
| 3. Potential impact assessment | |
| 4. 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](https://developercertificate.org/) | |
| - **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](https://github.com/ossf/oss-vulnerability-guide).* | |