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leoyouli
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《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。
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
An open-source PAM tool alternative to CyberArk. 广受欢迎的开源堡垒机。
deep learning for image processing including classification and object-detection etc.
《Designing Data-Intensive Application》DDIA中文翻译
Convert Machine Learning Code Between Frameworks
Python Implementation of Reinforcement Learning: An Introduction
Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals
An open access book on scientific visualization using python and matplotlib
🐍 Geometric Computer Vision Library for Spatial AI
Code for the manim-generated scenes used in 3blue1brown videos
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
Matplotlib styles for scientific plotting
Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
A Unified Toolkit for Deep Learning Based Document Image Analysis
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
Simple PyTorch Tutorials Zero to ALL!
A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF
Generate embeddings from large-scale graph-structured data.