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AI 基础知识 - GPU 架构、CUDA 编程、大模型基础及AI Agent 相关知识。
HoTPP: An Event Sequence Prediction Benchmark
DHGNN source code for IJCAI19 paper: "Dynamic Hypergraph Neural Networks"
Extracting disease-specific genomic coordinates from GWAS catalog
3D force-directed graph component using ThreeJS/WebGL
Self-supervised graph learning with hyperbolic embedding for temporal health event prediction (IEEE Cybernetics)
Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"
A deep learning toolkit for healthcare AI: EHR (MIMIC, eICU, OMOP), clinical text, signals and imaging. 30+ models, reproducible pipelines.
Code repo of "Context-aware and Time-aware Attention-based Model for Disease Risk Prediction with Interpretability"
Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs
Full reconstruction of simplicial complexes from binary simplicial dynamics
SYNERGY - Open machine learning dataset on study selection in systematic reviews
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
A unified framework for Deep Learning Models on tabular data
Code and website related to the eICU Collaborative Research Database
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
[CVPR2023] This is an official implementation of paper "DETRs with Hybrid Matching".
Python implementation of "M3W: Multistep Three-Way Clustering"
A Python library that allows decision trees to abstein from making a decision