基于机器学习的胸部CT影像多器官、多疾病预测模型。摘自Draelos等人的论文“基于机器学习的大规模胸部计算机断层扫描影像多异常预测”。
An Open Source Machine Learning Framework for Everyone
? Path to a free self-taught education in Computer Science!
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Open Source Computer Vision Library
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
List of Computer Science courses with video lectures.
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
Deep Learning for humans
??? 60+ Implementations/tutorials of deep learning papers with side-by-side notes ?; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ? reinforcement learning (ppo, dqn), capsnet, distillation, ... ?
:books: List of awesome university courses for learning Computer Science!