Eeason1220

LeetCode

This repository contains the solutions and explanations to the algorithm problems on LeetCode. Only medium or above are included. All are written in C++/Python and implemented by myself. The problems attempted multiple times are labelled with hyperlinks.

leetcode_problem_rating

Self-calculated rating of problems in leetcode weekly/biweekly contests.

WSI-finetuning

This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification'.

DTFD-MIL

NTS-Net

This is a PyTorch implementation of the ECCV2018 paper "Learning to Navigate for Fine-grained Classification" (Ze Yang, Tiange Luo, Dong Wang, Zhiqiang Hu, Jun Gao, Liwei Wang).

EfficientObjectDetection

PyTorch Implementation of Efficient Object Detection in Large Images - [WACV20]

mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

ReMix

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

histocartography

A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in computational pathology.

TransPath

ScoreNet

Official implementation of "ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Classification".

Whole-Image-Slides-Unsupervised-Categorization

zoommil

ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) classification.

ips

PyTorch Implementation of Iterative Patch Selection for High-Resolution Image Recognition

Machine_Learning_Resources

:fish::fish::fish: 机器学习面试复习资源

CLAM

Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering

whole-slide-cnn

This repository provides scripts to reproduce the results in the paper "An annotation-free whole-slide training approach to pathological classification of lung cancer types by deep learning".

Unet-with-Pretrained-Encoder

The repository contains the Jupyter Notebook that perform semantic segmentation using the famous U-Net. The encoder of the U-Net is replaced with the pretrained encoder.

MIL4Cyto

Released code for the paper 'End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial Carcinoma'

Infinite-Storage-Glitch

ISG lets you use YouTube as cloud storage for ANY files, not just video