ZnFlow VS karateclub

Compare ZnFlow vs karateclub and see what are their differences.

ZnFlow

A general purpose framework for building and running computational graphs. (by zincware)
computational-graphs directed-acyclic-graph Networkx networkx-graph Python Python3 Workflow
Source Code
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karateclub

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020) (by benedekrozemberczki)
Machine Learning community-detection graph-clustering Deepwalk Networkx Louvain network-science unsupervised-learning Gcn Node2vec Graph2vec supervised-learning Sklearn networkx-graph Scikit label-propagation graph-embedding network-embedding node-embedding 2vec
Source Code
karateclub.readthedocs.io
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ZnFlow karateclub
1 1
5 2,089
- -
6.2 7.0
2 days ago 2 months ago
Python Python
Apache License 2.0 GNU General Public License v3.0 only
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.

ZnFlow

Posts with mentions or reviews of ZnFlow. We have used some of these posts to build our list of alternatives and similar projects.
  • [ZnFlow] Play around with Graphs
    1 project | /r/Python | 21 Mar 2023
    I wrote a small package ZnFlow pip install znflow that allows you to build computational graphs based on functions and/or classes. You can define your graph using inheritance or decorators and connect them in what ever way you like. The graph will only be executed when you call graph.run().

karateclub

Posts with mentions or reviews of karateclub. We have used some of these posts to build our list of alternatives and similar projects.
  • Embedding attributed graphs
    1 project | /r/MLQuestions | 5 Feb 2023
    Check out Karate Club (https://github.com/benedekrozemberczki/karateclub) . It has implementations for many attributed node embedding algorithms.

What are some alternatives?

When comparing ZnFlow and karateclub you can also consider the following projects:

tensorflow - An Open Source Machine Learning Framework for Everyone

Keras - Deep Learning for humans

xgboost - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

gym - A toolkit for developing and comparing reinforcement learning algorithms.

scikit-learn - scikit-learn: machine learning in Python

gensim - Topic Modelling for Humans

Prophet - Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

Surprise - A Python scikit for building and analyzing recommender systems

openskill.py - Multiplayer Rating System. No Friction.

TFLearn - Deep learning library featuring a higher-level API for TensorFlow.

NuPIC - Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

MLflow - Open source platform for the machine learning lifecycle

karateclub vs tensorflow karateclub vs Keras karateclub vs xgboost karateclub vs gym karateclub vs scikit-learn karateclub vs gensim karateclub vs Prophet karateclub vs Surprise karateclub vs openskill.py karateclub vs TFLearn karateclub vs NuPIC karateclub vs MLflow