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A foundation model for universal 3D blood vessel segmentation. Paper accepted @ CVPR25.
🍇 GRAPE is a Rust/Python Graph Representation Learning library for Predictions and Evaluations
Jerman's tubular (vessel) and spherical (blob) enhancement filters
The public brain 3D vessel datasets, include TubeTK and MIDAS.
Benchmark datasets, data loaders, and evaluators for graph machine learning
An open-source implementation of SEAL for link prediction in open graph benchmark (OGB) datasets.
SEAL, a link prediction framework based on GNN.
[MedIA2024]DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequences
A blog for understanding graph neural network
SEAL (learning from Subgraphs, Embeddings, and Attributes for Link prediction). "M. Zhang, Y. Chen, Link Prediction Based on Graph Neural Networks, NeurIPS 2018 spotlight".
An Improved Langchain RAG Tutorial (v2) with local LLMs, database updates, and testing.
LlamaIndex is the leading framework for building LLM-powered agents over your data.
RAG (Retrieval-Augmented Generation) Chatbot Examples Using PyMuPDF
A modular graph-based Retrieval-Augmented Generation (RAG) system
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
tiktoken is a fast BPE tokeniser for use with OpenAI's models.
《大模型白盒子构建指南》：一个全手搓的Tiny-Universe
《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
Implementation of the DeepVesselNet deep learning network
Lightweight voxel geometry and boolean voxel operations for grasshopper