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annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

dhc-gep

A data-driven algorithm for discovering governing equations from noisy and scarce data

dhc-mgep

Combine dimensional homogeneity constrains and Multi-dimensional gene expression programming, extend DHC-GEP to tensor form.

geppy

A framework for gene expression programming (an evolutionary algorithm) in Python

mlapp_cn_code

《Machine Learning: A Probabilistic Perspective》（Kevin P. Murphy）中文翻译和书中算法的Python实现。

pde-find

Data-driven discovery of partial differential equations

physo_in_fluid_mechanics

Applying PhySo to two classical scenarios of fluid mechanics

pistilreaper

Config files for my GitHub profile.

zhihutomarkdown

一个将知乎文章自动转换为Markdown的小工具，使用Python编写