awesome-topology-driven-deep-image-analysis

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

A latent text-to-image diffusion model

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

🔥 Linux下C++轻量级Web服务器学习

PyTorch deep learning projects made easy.

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Official Open Source code for "Masked Autoencoders As Spatiotemporal Learners"

Official PyTorch Implementation of ModDrop++

The code of Modality-adaptive Feature Interaction for Brain Tumor Segmentation with Missing Modalities

❤️这是一条汇总网上许多资料，而不是资料的纯粹堆砌，让人眼花缭乱的复制粘贴，这不是帮你在总结所有的知识点，而是根据实际的计算机系课程来安排学习路线，并且配合上面向就业的学习，与完全跟着学校课程相比，做到了不和工业界面试不脱节，非常实际、非常认真、非常掉头发，真心求个视频三连！

code for our work: RFNet for Incomplete Multi-modal Brain Tumor Segmentation

"Probabilistic Machine Learning" - a book series by Kevin Murphy

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

Multi Task Vision and Language

Code release for ICLR 2021 paper "Generalised Multimodal ELBO"

Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation

Machine learning, in numpy

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

Code for Paper "Evidential Softmax for Sparse MultimodalDistributions in Deep Generative Models"

😎 Awesome lists about all kinds of interesting topics

PRML algorithms implemented in Python

[NeurIPS 2020] Code release for "Deep Multimodal Fusion by Channel Exchanging"

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。