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301 search results found

Graph Based Deep Learning Literature ⭐ 4,418

links to conference publications in graph-based deep learning

Pytorchviz ⭐ 2,782

A small package to create visualizations of PyTorch execution graphs

Yolov3 Tf2 ⭐ 2,501

YoloV3 Implemented in Tensorflow 2.0

Tensorflow Onnx ⭐ 2,133

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

Pygraphistry ⭐ 1,988

PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer

Hiddenlayer ⭐ 1,750

Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.

Adjusttext ⭐ 1,364

A small library for automatically adjustment of text position in matplotlib plots to minimize overlaps.

Fastprogress ⭐ 1,019

Simple and flexible progress bar for Jupyter Notebook and console

T Gcn ⭐ 1,011

Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method

Cnn_graph ⭐ 991

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

Network Analysis Made Simple ⭐ 991

An introduction to network analysis and applied graph theory using Python and NetworkX

Graphein ⭐ 932

Protein Graph Library

Scene Graph Benchmark.pytorch ⭐ 914

A new codebase for popular Scene Graph Generation methods (2020). Visualization & Scene Graph Extraction on custom images/datasets are provided. It's also a PyTorch implementation of paper “Unbiased Scene Graph Generation from Biased Training CVPR 2020”

Ipyvizzu ⭐ 897

Build animated charts in Jupyter Notebook and similar environments with a simple Python syntax.

Graph_nets ⭐ 769

PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.

Graph_transformer_networks ⭐ 694

Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)

Graph Notebook ⭐ 657

Library extending Jupyter notebooks to integrate with Apache TinkerPop, openCypher, and RDF SPARQL.

Graph Data Science: an abstraction layer in Python for building knowledge graphs, integrated with popular graph libraries – atop Pandas, NetworkX, RAPIDS, RDFlib, pySHACL, PyVis, morph-kgc, pslpython, pyarrow, etc.

Data Structures Using Python ⭐ 518

This is my repository for Data Structures using Python

Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals

Cleora AI is a general-purpose model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data.

🍇 GRAPE is a Rust/Python Graph Representation Learning library for Predictions and Evaluations

Graph Neural Networks ⭐ 392

Www20 Hands On Tutorial ⭐ 377

Materials for DGL hands-on tutorial in WWW 2020

A knowledge graph and a set of tools for drug repurposing

Swiftplot ⭐ 353

Swift library for Data Visualization 📊

Complex Network ⭐ 336

复杂网络研究资源整理和基础知识学习

Knowledge Graph Toolkit

Gcn_clustering ⭐ 314

Code for CVPR'19 paper Linkage-based Face Clustering via GCN

Data Lineage ⭐ 265

Generate and Visualize Data Lineage from query history

Discrete Math Python Scripts ⭐ 263

Python code snippets from Discrete Mathematics for Computer Science specialization at Coursera

Graph_nn ⭐ 244

Graph Classification with Graph Convolutional Networks in PyTorch (NeurIPS 2018 Workshop)

Data_science_blogs ⭐ 232

A repository to keep track of all the code that I end up writing for my blog posts.

Graph Convolution Nlp ⭐ 200

Graph Convolution Network for NLP

Laplacians.jl ⭐ 199

Algorithms inspired by graph Laplacians: linear equation solvers, sparsification, clustering, optimization, etc.

Security Api Solutions ⭐ 193

Microsoft Graph Security API applications and services.

Clinical Knowledge Graph (CKG) is a platform with twofold objective: 1) build a graph database with experimental data and data imported from diverse biomedical databases 2) automate knowledge discovery making use of all the information contained in the graph

Graph Theory ⭐ 178

Julia and Python complex system applications in ecology, epidemiology, sociology, economics & finance; network science models including Bianconi-Barabási, Barabási-Albert, Watts-Strogatz, Waxman Model & Erdős-Rényi; graph theory algorithms involving Gillespie, Bron Kerbosch, Ramsey, Bellman Ford, A*, Kruskal, Borůvka, Prim, Dijkstra, DSatur, Randomized Distributed, Vizing, Topological Sort, DFS, BFS

Multi-Graph Convolutional Neural Networks

Awesome Competitive Programming ⭐ 171

Must-know competitive programming problems with solutions and intuitive visualizations

Papergraph ⭐ 164

AI/ML citation graph with postgres + graphql

Graph_attention_pool ⭐ 161

Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)

Knowledge Graph Analysis Programming Exercises ⭐ 158

Exercises for the Analysis of Knowledge Graphs

Graph App Kit ⭐ 155

Go from graph data to a secure and interactive visual graph app in 15 minutes. Batteries-included self-hosting of graph data apps with Streamlit, Graphistry, RAPIDS, and more!

Data Visualization ⭐ 149

Collection of interactive Jupiter Notebook widgets and graphs.

Toytree ⭐ 146

A minimalist tree plotting library using toyplot graphs

D3graph ⭐ 143

Creation of interactive networks using d3 Javascript

Implementation of the paper "NetGAN: Generating Graphs via Random Walks".

Neural Subgraph Learning Gnn ⭐ 141

Graph_convolutional_lstm ⭐ 140

Traffic Graph Convolutional Recurrent Neural Network

Contrastivelosses4vrd ⭐ 135

Implementation for the CVPR2019 paper "Graphical Contrastive Losses for Scene Graph Generation"

Road network extraction from satellite imagery, with speed and travel time estimates

Graphwave ⭐ 129

Graph4code ⭐ 127

GraphGen4Code: a toolkit for creating code knowledge graphs based on WALA code analysis and extraction of documentation and forum content.

Structurenet ⭐ 121

StructureNet: Hierarchical Graph Networks for 3D Shape Generation

Streaming Demos ⭐ 121

Demos of Plotly's Real-time Streaming API

Pruning_filters_for_efficient_convnets ⭐ 121

PyTorch implementation of "Pruning Filters For Efficient ConvNets"

Neogpt Explorer ⭐ 119

Knowledge-graph based chatbot using GPT3 and Neo4j

Graph2nn ⭐ 115

code for paper "Graph Structure of Neural Networks"

Graphkit Learn ⭐ 107

A python package for graph kernels, graph edit distances, and graph pre-image problem.

Networks ⭐ 105

Network and Graph Algorithms From Scratch

Neural Graph Differential Equations (Neural GDEs)

Train Scene Graph Generation for Visual Genome and GQA in PyTorch >= 1.2 with improved zero and few-shot generalization.

CSKG: The CommonSense Knowledge Graph

Tutorial ⭐ 94

Tutorials on machine learning, artificial intelligence, data science with math explanation and reusable code (in python and R)

Gcnn_keras ⭐ 94

Graph convolutions in Keras with TensorFlow, PyTorch or Jax.

Ntds_2016 ⭐ 91

Material for the EPFL master course "A Network Tour of Data Science", edition 2016.

Tigerlily ⭐ 90

TigerLily: Finding drug interactions in silico with the Graph.

Pgexplainer ⭐ 90

Parameterized Explainer for Graph Neural Network

Experiment orchestration

Spatial_graph_convnets ⭐ 87

PyTorch implementation of residual gated graph ConvNets, ICLR’18

Graph_powered_ml_workshop ⭐ 86

Material and Notebooks for the Graph Powered ML Workshop.

Graphtsne ⭐ 82

PyTorch Implementation of GraphTSNE, ICLR’19

Interactive_tutorials ⭐ 79

Repository for all ArangoDB interactive tutorial notebooks.

Spinorama ⭐ 78

A library to display and compare spinorama (speakers measurements) graphs.

Python implementation of frequent subgraph mining algorithm gSpan. Directed graphs are supported.

Complex Question Answering over Knowledge Graphs

Graphnormalization ⭐ 78

Learning Graph Normalization for Graph Neural Networks

Visjs2jupyter ⭐ 77

visJS2jupyter is a tool to bring the interactivity of networks created with vis.js into jupyter notebook cells

Implementation of the PersLay layer for persistence diagrams

Code repository for our paper "Comprehensive Image Captioning via Scene Graph Decomposition" in ECCV 2020.

MAGNet: Multi-agents control using Graph Neural Networks

Yfiles Jupyter Graphs ⭐ 72

The home of the Jupyter notebook graph visualization widget powered by yFiles for HTML

Graph Nlu ⭐ 70

Graph NLU is a natural language understanding tool that leverages the power of graph databases

Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs, ICML 2019

Molecule_generator ⭐ 70

Code for "Multi-Objective De Novo Drug Design with Conditional Graph Generative Model" (https://arxiv.org/abs/1801.07299)

Localgraphclustering ⭐ 70

Randwirenn ⭐ 69

Implementing Randomly Wired Neural Networks for Image Recognition, Using CIFAR-10 dataset, CIFAR-100 dataset

Gene Graph Conv ⭐ 66

Towards Gene Expression Convolutions using Gene Interaction Graphs

Ipydagred3 ⭐ 65

ipywidgets library for drawing directed acyclic graphs in jupyterlab using dagre-d3

Neo4jupyter ⭐ 65

A quick visualization tool for Jupyter and Neo4J

Graphml Tutorials ⭐ 63

Tutorials for Machine Learning on Graphs

Kdd20 Hands On Tutorial ⭐ 63

Scalable Graph Neural Networks with Deep Graph Library

Ntds_2018 ⭐ 61

Material for the EPFL master course "A Network Tour of Data Science", edition 2018.

Ntds_2017 ⭐ 61

Material for the EPFL master course "A Network Tour of Data Science", edition 2017.

Hands On Graph Analytics With Neo4j ⭐ 61

Hands-On Graph Analytics with Neo4j, Published by Packt

Tensorflow Vs Pytorch ⭐ 60

Guide for both TensorFlow and PyTorch in comparative way

trajectory inference

Retentioneering Framework ⭐ 60

Retentioneering tools to grow and optimize the app

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