Getting Started¶
Welcome to Foundation PLR! This section will help you get up and running quickly.
Prerequisites¶
- Python 3.11 or higher
- UV package manager (conda is not supported)
- Git
Quick Installation¶
# Clone the repository
git clone https://github.com/petteriTeikari/foundation_PLR.git
cd foundation-PLR/foundation_PLR
# Install dependencies with UV
uv sync
Next Steps¶
- Installation - Detailed setup instructions
- Quick Start - Run your first experiment
- Configuration - Understand Hydra configs
- Concepts for Researchers - ELI5 explanations of tools
What's in the Box¶
| Component | Count | Description |
|---|---|---|
| Outlier methods | 11 | LOF, MOMENT, UniTS, TimesNet, etc. |
| Imputation methods | 8 | SAITS, CSDI, MOMENT, linear, etc. |
| Classifiers | 5 | CatBoost (recommended), XGBoost, etc. |