pluginagentmarketplace/custom-plugin-python0 installs
Machine Learning
Python machine learning with scikit-learn, PyTorch, and TensorFlow
How do I install this agent skill?
npx skills add https://github.com/pluginagentmarketplace/custom-plugin-python --skill machine-learningIs this agent skill safe to install?
- Gen Agent Trust Hubpass
The 'Machine Learning' skill is a well-structured template for data science workflows. It includes standard documentation and a validation script for checking configuration files. No malicious code, exfiltration patterns, or obfuscation were detected.
- Socketpass
No alerts
- Snykpass
Risk: LOW · No issues
- Runlayerwarn
6/6 files flagged
What does this agent skill do?
Python Machine Learning Skill
Overview
Build machine learning models using Python libraries including scikit-learn, PyTorch, and supporting tools.
Topics Covered
Scikit-learn
- Data preprocessing
- Model selection
- Training pipelines
- Cross-validation
- Hyperparameter tuning
PyTorch Basics
- Tensor operations
- Neural network modules
- Training loops
- DataLoader usage
- GPU acceleration
Feature Engineering
- Feature selection
- Dimensionality reduction
- Feature scaling
- Encoding techniques
- Missing data handling
Model Evaluation
- Metrics selection
- Confusion matrix
- ROC curves
- Learning curves
- Model comparison
MLOps Basics
- Model serialization
- Experiment tracking (MLflow)
- Model versioning
- Serving models
- Reproducibility
Prerequisites
- Python fundamentals
- NumPy and Pandas
- Statistics basics
Learning Outcomes
- Train ML models
- Evaluate model performance
- Build ML pipelines
- Deploy models to production
How can the creator link this skill?
Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.
<a href="https://skillzs.dev/skills/pluginagentmarketplace/custom-plugin-python/machine-learning">View Machine Learning on skillZs</a>