TensorFlowis an open-source software library for machine learning across a range of tasks, developed by Google to meet their needs for systems capable of building and training neural networks to detect and decipher patterns and correlations, analogous to the learning and reasoning employed by humans...
You can easily use this library to conduct various graph workflows like supervised learning, pre-training and prompting, and pre-training and finetuning for your node/graph-level tasks. The starting point of this library is our KDD23 paper All in One (Best Research Paper Award, which is the...
Dive into the fascinating world of Graph Theory and its practical applications with this comprehensive, project-based course. Whether you’re a data scientist, software engineer, or algorithm enthusiast, you’ll learn how to solve real-world problems using graph algorithms in Python.This course stan...
Modern Graph Theory By Bela BollobasIt is a modern treatment of this classical theory, which emphasizes the connections with other mathematical subjects -- for example, random walks and electrical networks. I found some messages conveyed by this book is enlightening for my research on machine learni...
To get started, we first need to install thegraphvizlibrary using pip: pipinstallgraphviz 1. Next, we can create a simple graph with two nodes connected by an edge using Python code: fromgraphvizimportDigraph# Create a new Digraphdot=Digraph()# Add nodesdot.node('A')dot.node('B')# Add...
Karate Club is an unsupervised machine learning extension library for the NetworkX Python package. See the documentation here.
wxPython - A blending of the wxWidgets C++ class library with the Python.GraphQLLibraries for working with GraphQL.graphene - GraphQL framework for Python. tartiflette-aiohttp - An aiohttp-based wrapper for Tartiflette to expose GraphQL APIs over HTTP. tartiflette-asgi - ASGI support for the Ta...
NetworkXis the "graph theory library" of Python: "NetworkX is a Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks." NetworkXis great at representing arbitrarily connections among a group of nodes. Relativity has relationship-centri...
Visualization as a means of easy conveyance of ideas plays a key role in communicating linguistic theory through its applications. User-friendly NLP visualization tools allow researchers to get important insights for building, challenging, proving or rejecting their hypotheses. At the same time, ...
tinytag - A library for reading music meta data of MP3, OGG, FLAC and Wave files. mingus - An advanced music theory and notation package with MIDI file and playback support.GitHub - vinta/awesome-python: A curated list of awesome Python frameworks, libraries, software and resources Video Li...