Text Classification
Scikit-learn
shell-security
shell-risk
bash
powershell
cmd
coding-agents
tf-idf
logistic-regression
cpu
research
Instructions to use patronus-studio/cat-shell-risk-commander with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Scikit-learn
How to use patronus-studio/cat-shell-risk-commander with Scikit-learn:
from huggingface_hub import hf_hub_download import joblib model = joblib.load( hf_hub_download("patronus-studio/cat-shell-risk-commander", "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
File size: 272 Bytes
fddb730 2ba751f fddb730 2ba751f fddb730 2ba751f | 1 2 3 4 5 6 7 8 9 10 | {
"examples": 5948,
"max_absolute_score_error": 8.532234985203502e-06,
"decision_changes": {
"external_commands_1pct_fpr": 0,
"block_0_1pct_fpr": 0
},
"parity_ok": true,
"note": "export vs in-memory, float32 accumulation; 0 decision changes required"
} |