GRAN VS networkit

Compare GRAN vs networkit and see what are their differences.

GRAN

Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019 (by lrjconan)
neurips-2019 generative-model deep-generative-model graph-neural-networks graph-generation
Source Code
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networkit

NetworKit is a growing open-source toolkit for large-scale network analysis. (by networkit)
complex-networks graph-algorithms network-analysis CPP graph-analysis graph-generation dynamic-networks parallel-algorithm Python
Source Code
networkit.github.io
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GRAN networkit
1 2
450 736
- 1.2%
0.0 8.8
9 months ago 4 days ago
C++ C++
MIT License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

GRAN

Posts with mentions or reviews of GRAN. We have used some of these posts to build our list of alternatives and similar projects.
  • Software Engineering or AI or Data Science?
    1 project | /r/cscareerquestionsEU | 2 May 2022
    In your case, I would really avoid AI ML DS altogether unless you believe you have the theoretical prerequisites. The coding part in AI ML DS is not like your typical software. It is scientific code and you must understand what's going on in your program with respect to trainable parameters. Here is an example.

networkit

Posts with mentions or reviews of networkit. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-08.

What are some alternatives?

When comparing GRAN and networkit you can also consider the following projects:

euler - A distributed graph deep learning framework.

NetworkX - Network Analysis in Python

Generalizing-Lottery-Tickets - This repository contains code to replicate the experiments given in NeurIPS 2019 paper "One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers"

nload - Real-time network traffic monitor

molecule-generation - Implementation of MoLeR: a generative model of molecular graphs which supports scaffold-constrained generation

incubator-graphar - An open source, standard data file format for graph data storage and retrieval.

ProGraML - A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations

python-igraph - Python interface for igraph

Graphia - A visualisation tool for the creation and analysis of graphs

GRAN vs euler networkit vs NetworkX GRAN vs Generalizing-Lottery-Tickets networkit vs nload GRAN vs molecule-generation networkit vs incubator-graphar GRAN vs ProGraML networkit vs python-igraph networkit vs Graphia