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经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

2d_euler_solver

2 dimensional Euler equation solver on structured grids

anatomyofmatplotlib

Anatomy of Matplotlib -- tutorial developed for the SciPy conference

book

cfdsolver

Computational Fluid Dynamics Solver

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

easy-rl

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

flax

Flax is a neural network library for JAX that is designed for flexibility.

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hello-world

just for practice

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jaxfluids

from TUM-AER Differentiable Fluid Dynamics Package

lihang-

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

phiflow

A differentiable PDE solving framework for machine learning

pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

probabilistic-mahcine-learning-book

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

pyweno

PyWENO is a Python implementation of one-dimensional Weighted Essentially Non-oscillatory (WENO) reconstructions.

rans_turbulent_channel_flow

RANS simulation of a turbulent channel flow

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

smarties-rl-library-

Lightweight and scalable framework for Reinforcement Learning

weno

weno-nn

A modified WENO method that improves interface sharpness via neural networks.

weno-scalar

A WENO solver for 1D scalar PDEs