Popular GitHub Repositories for Attack Graphs

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

Build Graph Nets in Tensorflow

StellarGraph - Machine Learning on Graphs

? Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"

Paper Lists for Graph Neural Networks

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

Tutorial code on how to build your own Deep Learning System in 2k Lines

[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

Framework to build resilient language agents as graphs.

Master Federated Learning in 2 Hours—Run It on Your PC!

Fractal Graph-of-Thought. Rhizomatic Mind-Mapping for Ai-Agents, Web-Links, Notes, and Code.

? A Python library for learning and evaluating knowledge graph embeddings

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

Build applications that make decisions (chatbots, agents, simulations, etc...). Monitor, trace, persist, and execute on your own infrastructure.

Must-read Papers on Textual Adversarial Attack and Defense

Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"