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