Little Ball of Fur

Graph sampling extension library for NetworkX with Scikit-Learn like API.

EstablishedOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Cooling

License

Open Source

Data freshness

Aging · Jun 8, 2026

Overview

What is Little Ball of Fur?

Little Ball of Fur is a graph sampling extension library built on top of NetworkX, offering a user-friendly interface similar to Scikit-Learn. It simplifies the process of working with large graphs by providing efficient sampling techniques.

Key differentiator

Little Ball of Fur stands out by providing a Scikit-Learn like API for graph sampling, making it easier to integrate into existing machine learning workflows compared to other libraries.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Scikit-Learn like API for ease of usemedium

Efficient graph sampling techniquesmedium

Built on top of NetworkX for compatibility with existing workflowsmedium

↓ Weaknesses

Limited support for non-Python environmentshigh

The library is built specifically on top of NetworkX and Python, limiting its use in other language ecosystems.

Small community and limited external contributionsmedium

GitHub repository shows low activity with few contributors and infrequent updates to the codebase.

Potential performance bottlenecks for extremely large graphshigh

Sampling techniques, while efficient, may still face scalability issues when dealing with very large graph datasets due to memory constraints.

Fit analysis

Who is it for?

✓ Best for

Researchers working with large graph datasets who need efficient sampling techniques

Data scientists looking to apply machine learning on sampled graph data

Developers building applications that require handling of large network graphs

✕ Not a fit for

Projects requiring real-time graph processing and analysis

Applications where the GPL-3.0 license is not compatible with project requirements

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with Little Ball of Fur

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →