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🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Python 56,312 5,780 Updated Aug 24, 2024

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Python 65,748 8,075 Updated Nov 18, 2024

Scikit-learn compatible estimation of general graphical models

Python 242 44 Updated Mar 20, 2024

A python toolbox to make connectome-based predictions using BrainNetCNN.

Python 6 Updated Aug 29, 2021

resources related to papers

MATLAB 13 5 Updated Jul 3, 2024

Graph Neural Network Library for PyTorch

Python 21,407 3,672 Updated Nov 18, 2024

Graph Data Augmentation Library for PyTorch Geometric

Python 6 1 Updated Mar 7, 2023

Data Augmentation on Graphs: A Technical Survey

14 2 Updated Feb 12, 2023

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✨基于 3D 卷积神经网络(CNN)的阿尔兹海默智能诊断 Web 应用 Alzheimer's Intelligent Diagnosis Web Application based on 3D Convolutional Neural Network and the ADNI Dataset ✨ (with README in English) 🚩:图像识别可视化界面,快速部署深度学习模型…

Python 100 7 Updated Sep 18, 2024

E6893 Final Project for ja3130, mn2769, and hz2441 (Project ID: 201712-18)

Jupyter Notebook 36 24 Updated Dec 22, 2017

An attempt to diagnose Alzheimer's disease earlier

Jupyter Notebook 64 31 Updated Apr 6, 2023

A TensorFlow Implementation of the Transformer: Attention Is All You Need

Python 4,287 1,299 Updated May 21, 2023

Graphormer is a general-purpose deep learning backbone for molecular modeling.

Python 2,138 336 Updated Jun 7, 2024
Python 36 7 Updated Dec 8, 2022

Machine learning for NeuroImaging in Python

Python 1,189 607 Updated Nov 18, 2024

Scripts for our papers. Readers can check, replicate or make use of the scripts in their future studies.

MATLAB 40 23 Updated May 8, 2024

Minimal scripts available for predictions on multiple datasets

Python 49 17 Updated Jan 11, 2019

Preprocessing scripts for neuro imaging

Python 106 66 Updated Sep 28, 2023

An SVM classifier trained to extract motion-specific information from fMRI scans of suppressed MT and V1 cortices.

Python 2 Updated Feb 22, 2023

Nilearn tutorials on Neuroimaging data

Jupyter Notebook 10 1 Updated Jan 23, 2023
Python 1 1 Updated Jan 2, 2022

Using machine learning techniques to predict the onset of Alzheimer's disease for participants in the ADNI study

Jupyter Notebook 20 2 Updated Jun 16, 2021

[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen

Python 555 103 Updated Jul 17, 2024

Pytorch implementation of TPA-GAN & PT-DCN on ADNI (IEEE-JBHI2021)

Python 26 3 Updated Aug 17, 2022
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