Pulkit-Khandelwal

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Machine-Learning-Collection

A resource for learning about Machine learning & Deep Learning

InterviewThis

An open source list of developer questions to ask prospective employers

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

Augmentor

Image augmentation library in Python for machine learning.

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

SegLoss

A collection of loss functions for medical image segmentation

rethinking

Statistical Rethinking course and book package

tutorials

MONAI Tutorials

MedicalZooPytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

FUNIT

Translate images to unseen domains in the test time with few example images.

research-contributions

Implementations of recent research prototypes/demonstrations using MONAI.

Domain-generalization

All about domain generalization

ClusterGCN

A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

statannotations

add statistical significance annotations on seaborn plots. Further development of statannot, with bugfixes, new features, and a different API.

FastSurfer

PyTorch implementation of FastSurferCNN

GrouPy

Group Equivariant Convolutional Neural Networks

segtran

Medical Image Segmentation using Squeeze-and-Expansion Transformers

MiB

Official code for Modeling the Background for Incremental Learning in Semantic Segmentation https://arxiv.org/abs/2002.00718

AnatomyNet-for-anatomical-segmentation

AnatomyNet: Deep 3D Squeeze-and-excitation U-Nets for fast and fully automated whole-volume anatomical segmentation

mindboggle

Automated anatomical brain label/shape analysis software (+ website)

LAYNII

Stand alone fMRI software suite for layer-fMRI analyses.

GraphGT

greedy

Very fast greedy diffeomorphic registration code

metalearning-symmetries

Experiments for Meta-Learning Symmetries by Reparameterization

image_tools

deep-reinforcement-learning-pytorch

Deep-RL algorithm Implementations using Pytorch

covid-resources

Ongoing list of covid-19 models, visualizations

pytorch_3d_segmentation

PyTorch implementation of VoxResNet, Attention U-Net and V-Net

AdvancedMachineLearningCourse

Advanced Machine Learning Course