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imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

inf-net

Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images, IEEE TMI 2020.

jamie

Joint variational Autoencoders for Multimodal Imputation and Embedding (JAMIE)

kse

Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression

lca

Longitudinal Correlation Analysis

libsvm

mediationtoolbox

Single-level and multi-level mediation analyses for any kind of data, with bootstrap-based significance testing. Neuroimaging-oriented functions allow for mediation effect parametric mapping (mapping of mediation effects across the brain) and multivariate mediation.

medical-image-analysis-mipav

医学图像处理的相关学习资料及论文的整理分享

metabolomicscommondiseases

Downstream analysis for the paper "Metabolomic profiles predict individual multi-disease outcomes in the UK Biobank cohort".

metabolomicscommondiseases-1

⛑ Code for "Metabolomic profiles predict individual multi-disease outcomes" ⛑

miccai-opensourcepapers

MICCAI 2019 Open Source Papers

move

MOVE (Multi-Omics Variational autoEncoder) for integrating multi-omics data and identifying cross modal associations

multigrid-neural-architectures

Multigrid Neural Architecture

netdissect

Network Dissection http://netdissect.csail.mit.edu for quantifying interpretability of deep CNNs.

neuromaps

A toolbox for comparing brain maps

nibabel

Python package to access a cacophony of neuro-imaging file formats

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

octaveconv

A MXNet Implementation for Drop an Octave

onconpc

Clinical sequencing-based primary site classifier

opentsne

Extensible, parallel implementations of t-SNE

pandasgui

A GUI for Pandas DataFrames

pdd_net

Probabilistic Dense Displacement Network (3D discrete deep learning registration)

plotneuralnet

Latex code for making neural networks diagrams

ppmi-qc-wt-paper

QC of whole blood whole transcriptome for PPMI

ppmi-rnaseq-wb-paper

code used to generate figures for the ppmi whole blood rnaseq paper

pvt

pysustain

Subtype and Stage Inference (SuStaIn) algorithm with an example using simulated data.

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch_vae_cvae

pytorch implementation Variational Autoencoder and Conditional Variational Autoencoder