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Accelerated Filtering on Graphs using Lanczos (AFGL)

Project description

Quick Start

Setup

Install uv: curl -LsSf https://astral-sh.uv/install.sh | sh
Clone repo
Sync Env: uv sync
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