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Qifei Tang's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 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, ... 🧠

awesome-slambook2 icon awesome-slambook2

主要是在高博的《视觉SLAM十四讲》提供的实践代码基础上,加入一些自己平时会用到的代码。

chatgpt_academic icon chatgpt_academic

中科院科研工作专用ChatGPT,特别优化学术Paper润色体验,支持自定义快捷按钮,支持markdown表格显示,Tex公式双显示,代码显示功能完善,新增本地Python工程剖析功能/自我剖析功能

chhcpp icon chhcpp

c++仓库,包括某些数学理论的实现(最优化、方程求根等),一些简单项目的实现(机房预约系统等)。

d2l-zh icon d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。

deeplearning icon deeplearning

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

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dso icon dso

Direct Sparse Odometry

efficient-kan icon efficient-kan

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

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