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artifact

barrage

calendar

Homework Assignment of CSE330 (WUSTL).

capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

cloudcomputation

dota1_ai_legacy

eatup

CSE437S

fastai

The fastai deep learning library

fgs_replicate

The naive replication of Yuting Zhang`s paper:"Improving Object Detection with Deep Convolutional Networks"

h5database

histoqc

HistoQC is an open-source quality control tool for digital pathology slides

hovernet_lite

compact version of the official hovernet impl in pytorch

leetcode

Feel Bored.

loadmat_v73

load V7.3 or above mat files in python.

patchysan

Matlab Implementation of PatchySan

pathcnn

Pathology image classifier architecture

py_common

Common utils for my own projects and playing around codes.

pycodelib

pytorch-carcino-net

Pytorch implementation of carcino-net

pytorch-grad-cam_batch

PyTorch implementation of Grad-CAM

pytorch-staingan

A clean and readable Pytorch implementation of CycleGAN/StainGan

pytorch_generic_unet

Generic implementation of pytorch basic and nested unet.

pytorchunet

An implementation of Unet for pytorch designed for digital pathology segmentation

roicrop

simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

simclr-lightning

A tutorial of implementing/training/finetuning the SimCLR model with Pytorch Lightning.

srcnn

Convolutional Neural Network for constructing Super-Resolution Images

staintools

Tools for tissue image stain normalization and augmentation in Python 3. [python, scientific]

torch-staintools

Pytorch-adaptation of GPU-accelerated StainTool's stain normalization algorithms

torchvahadane

Gpu accelerated vahadane stain normalization for Digital Pathology workflows.