xieyi11

MFGnet.jl

A Machine Learning Framework for Solving High-Dimensional Mean Field Game and Mean Field Control Problems

MLePOMDP_Early_Sepsis_Detection

Generative-Models-in-Classification

Supplementary material for the article "Combining Static and Dynamic Features for Multivariate Sequence Classification"

mechanical_ventilator

ProfitMax

ICNP 2016 Profit Maximization for Viral Marketing in Online Social Networks

AmsterdamUMCdb

AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916

DeepType

menstrual_cycle_analysis

Work on the characterization and analysis of menstrual cycles using self-tracked mobile health data

MedFuse

chatgpt_academic

科研工作专用ChatGPT拓展，特别优化学术Paper润色体验，支持自定义快捷按钮，支持markdown表格显示，Tex公式双显示，代码显示功能完善，新增本地Python工程剖析功能/自我剖析功能

Time-Series-Library

A Library for Advanced Deep Time Series Models.

tslearn

The machine learning toolkit for time series analysis in Python

ISeeU

ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU

MedicalGPT

MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练(PT)、有监督微调(SFT)、RLHF、DPO、ORPO。

AI-for-Healthcare-Nanodegree

Learn to build, evaluate, and integrate predictive models that have the power to transform patient outcomes. Begin by classifying and segmenting 2D and 3D medical images to augment diagnosis and then move on to modeling patient outcomes with electronic health records to optimize clinical trial testing decisions. Finally, build an algorithm that uses data collected from wearable devices to estimate the wearer’s pulse rate in the presence of motion.

facial_care_recommendation

My project aims to create a facial care product recommendation system based on the similarity of the properties of the main ingredients that compose them. To be able to find products with a healthier composition while paying attention to the price.

MIMIC3py

A Python library to load and analyze the MIMIC III Critical Care Database

MIMIC_Extract

MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

mimic_wfdb_tutorials

Tutorials on using the MIMIC Waveform Database

Diffusion_From_Scratch

StreamMiner

Computational Fact-Checking Algorithm on Knowledge Graphs

flows

Network Flows Optimization - Shortest Path, Max Flow and Min Cost Flow Algorithms in Python

PINNs4SRA

SEAL-CI

A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)

GraphCM

The pytorch implementation of paper: A Graph-Enhanced Click Model for Web Search

disentangled_graph_collaborative_filtering

Disentagnled Graph Collaborative Filtering, SIGIR2020

KHGT

KHGT, AAAI 2021

DMBGN

The implementation of the accepted paper "Deep Multi-Behaviors Graph Network for Voucher Redemption Rate Prediction" in SIGKDD 2021 Applied Data Science Track.

GNN-Recommender-Systems

An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)