AstraZeneca / awesome-explainable-graph-reasoning
A collection of research papers and software related to explainability in graph machine learning.
☆1,963Updated 3 years ago
Alternatives and similar repositories for awesome-explainable-graph-reasoning
Users that are interested in awesome-explainable-graph-reasoning are comparing it to the libraries listed below
Sorting:
- Code and resources on scalable and efficient Graph Neural Networks (TNNLS 2023)☆533Updated 2 years ago
- 🟠 A study guide to learn about Graph Neural Networks (GNNs)☆1,200Updated 2 years ago
- An autoML framework & toolkit for machine learning on graphs.☆1,110Updated 9 months ago
- Graph Neural Networks with Keras and Tensorflow 2.☆2,377Updated last year
- A library for graph deep learning research☆1,953Updated 10 months ago
- Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)☆2,224Updated 9 months ago
- A VS Code extension pack to help users visualize, understand, and interact with data.☆568Updated 4 years ago
- A flexible, intuitive and fast forecasting library☆1,840Updated 2 months ago
- TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.☆1,447Updated last month
- A repository of pretty cool datasets that I collected for network science and machine learning research.☆629Updated last year
- Python library assists deep learning on graphs☆556Updated last year
- Benchmark datasets, data loaders, and evaluators for graph machine learning☆2,001Updated last week
- Papers about explainability of GNNs☆727Updated 2 weeks ago
- Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)☆709Updated last year
- 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.☆2,851Updated 2 years ago
- Data & AI Notebook templates catalog organized by tools, following the IMO (input, model, output) framework for easy usage and discovery.…☆2,829Updated 6 months ago
- Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains☆1,742Updated last year
- Platform for designing and evaluating Graph Neural Networks (GNN)☆1,798Updated last year
- The Machine Learning & Deep Learning Compendium was a list of references in my private & single document, which I curated in order to exp…☆2,072Updated 4 months ago
- A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)☆740Updated last year
- A curated list of community detection research papers with implementations.☆2,373Updated last year
- Merlion: A Machine Learning Framework for Time Series Intelligence☆4,286Updated 10 months ago
- A collection of resources to learn about MLOPs.☆933Updated 2 years ago
- A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.☆1,966Updated 2 months ago
- Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analy…☆5,975Updated this week
- Graph Algorithms☆620Updated this week
- Machine Learning Notebooks☆3,342Updated last year
- This repo contains annotated research papers that I found really good and useful☆2,738Updated 2 months ago
- A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.☆5,165Updated 2 years ago
- Official Repository of "A Fair Comparison of Graph Neural Networks for Graph Classification", ICLR 2020☆394Updated 10 months ago