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A Survey
A collection of resources on applications of Transformers in Medical Imaging.
A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition
Book review: A Handbook of Agile Software Craftsmanship
The standard package for machine learning with noisy labels and finding mislabeled data. Works with most datasets and models.
Contrastive Language-Image Pretraining
[ECCV 2020] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis
Implementation of CoCa, Contrastive Captioners are Image-Text Foundation Models, in Pytorch
Implementation for paper: Causal Intervention for Weakly-Supervised Semantic Segmentation
CyCTR implemented using pytorch
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。
A novel measure of contrast in image based on entropy distribution of pixel color values. Very effective in measuring even subtle changes in exposure level of the same scene.
TensorFlow 2 implementation of the paper Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution Data (https://arxiv.org/abs/2002.11297).
Code and stuff written for my work on http://globaldiagnostix.org/
Interview questions
The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization' NIPS 2020.
LeetCode 刷题攻略:配思维导图,100+经典算法题目刷题顺序、经典算法模板、共40w字的详细图解,以及难点视频题解。按照刷题攻略上的顺序来刷题,让你在算法学习上不再迷茫!🔥🔥给个star支持一下吧!🚀
And they say Python is slow...
:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
mixup: Beyond Empirical Risk Minimization
Unofficial implementation with pytorch DistributedDataParallel for "MoCo: Momentum Contrast for Unsupervised Visual Representation Learning"
Unofficial pytorch implementation of MoCo : Momentum Contrast for Unsupervised Visual Representation Learning
A PyTorch implementation of MoCo based on CVPR 2020 paper "Momentum Contrast for Unsupervised Visual Representation Learning"
Implementation of One-Shot Object Detection with Co-Attention and Co-Excitation in Pytorch
Deep Anomaly Detection with Outlier Exposure (ICLR 2019)
深度学习经典、新论文逐段精读
Out-of-distribution detection using the pNML regret. NeurIPS2021
Generic acquisition protocol for quantitative MRI of the spinal cord
《剑指Offer》面试题Python实现
Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.