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bravetroops's Projects

abide-fmri icon abide-fmri

Repository for the Brainhack School 2020 team working with fMRI and ABIDE data to train machine learning models.

advanced_fmri_course icon advanced_fmri_course

List of ressources and practicals used for the fMRI data analysis course of UoB (UK) (2014-2017)

alphatree-graphic-deep-neural-network icon alphatree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN),图神经网络(GNN),NLP,大数据相关的发展路书(roadmap), 并附海量源码(python,pytorch)带大家消化基本知识点,突破面试,完成从新手到合格工程师的跨越,其中深度学习相关论文附有tensorflow caffe官方源码,应用部分含推荐算法和知识图谱

asd-examiner icon asd-examiner

This is a practice code that tries to examine autism from fMRI data.

brain-image-analysis icon brain-image-analysis

Paper list and resources on machine learning for brain image (e. g. fMRI and sMRI) analysis.

c-plus-plus icon c-plus-plus

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

cmu-15-445-2022-fall icon cmu-15-445-2022-fall

Stuffs in learning CMU 15-445 2022 Fall, including full project, learning notes, homework and so on.

coursera-deep-learning-specialization icon coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks;

cse499 icon cse499

ASD detection using machine and deep learning for a course project. Various models have been compared in detecting ASD from the obtained dataset of fMRI brain scans.

java-summarize icon java-summarize

:books:Java核心知识点整理(包括Java基础、JVM、数据库、计算机网络、算法、操作系统、设计模式、系统设计、框架原理)

master-thesis icon master-thesis

Brain disease classification using multi-channel 3D convolutional neural networks

modern-cpp-tutorial icon modern-cpp-tutorial

📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly | https://changkun.de/modern-cpp/

prgnn_fmri icon prgnn_fmri

Pytorch implementation of pooling-regularized GNN (PRGNN) for fMRI analysis. https://arxiv.org/pdf/2007.14589.pdf

qtstudentmanage icon qtstudentmanage

C++实践 使用Qt实现了简单的分角色登陆的学生信息管理系统

rs-fmri icon rs-fmri

Code for processing and analysis of resting state fMRI

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