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abide

ABIDE Preprocessed Initiative

actflowmapping

Data analysis code associated with Cole et al. (2016), Nature Neuroscience

anomaly-transformer

About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_

antspy

Advanced Normalization Tools in Python

awesome-anomaly-detection

A curated list of awesome anomaly detection resources

awesome-multi-task-learning

2022 up-to-date list of papers on Multi-Task Learning (MTL), from Machine Learning perspective.

backpropagationnn

Backpropagation neural network in python/numpy

basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

bmh_stroke_severity_sex_differences

Code and source information for the project: "Sex-specific lesion topographies explain outcomes after acute ischemic stroke" (https://doi.org/10.1101/2020.09.25.308742)

braingnn_pytorch

A preliminary implementation of BrainGNN

brainspace

BrainSpace is an open-access toolbox that allows for the identification and analysis of gradients from neuroimaging and connectomics datasets | available in both Python and Matlab |

cain

Source code for AAAI 2020 paper "Channel Attention Is All You Need for Video Frame Interpolation"

cbig

cdsa_imputation

Multidimensional time series imputation in Tensorflow 2.1.0

cerebellar_atlases

clustering_tutorial

A Tutorial of KMeans(++), GMM and Spectral Clustering

combatharmonization

Harmonization of multi-site imaging data with ComBat

contrastive_vae

Contrastive Variational Autoencoders

cvpr2022-papers-with-code-demo

收集 CVPR 最新的成果，包括论文、代码和demo视频等，欢迎大家推荐！

dain

Depth-Aware Video Frame Interpolation (CVPR 2019)

data-expts

deepmotion

correction of motion artefacts in fMRI using deep learning models

dhcp_template_alignment

script necessary for aligning surfaces (derived from the dHCP structural pipeline) to the dHCP surface template space

edvr

Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks. EDVR has been merged into BasicSR and this repo is a mirror of BasicSR.

efdn

Edge-enhanced Feature Distillation Network for Efficient Super-Resolution

feature-engineering-and-feature-selection

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

feature-selection-for-machine-learning

Methods with examples for Feature Selection during Pre-processing in Machine Learning.

feature-selection-for-machine-learning-1

Code repository for the online course Feature Selection for Machine Learning

fmen

Lowest memory consumption and second shortest runtime in NTIRE 2022 challenge on Efficient Super-Resolution