# Accelerated Filtering on Graphs using Lanczos (AFGL)

Project description

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## Quick Start

### Setup

1. **Install uv**: `curl -LsSf https://astral-sh.uv/install.sh | sh`
2. **Clone repo**
3. **Sync Env**: `uv sync`
4. **Install Hooks**: `uv run pre-commit install`

### Commands

- **Run App**: `uv run afgl-run`
- **Test**: `uv run pytest`
- **Format**: `uv run ruff format .`
- **Lint**: `uv run ruff check . --fix`

## References

[1] Susnjara et al., Accelerated filtering on graphs using Lanczos method.

[2] https://epfl-lts2.github.io/gspbox-html/

## Online guides

https://every-algorithm.github.io/2024/05/23/lanczos_algorithm.html