winter799's repositories
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/
Probabilistic-Mahcine-Learning-book
"Probabilistic Machine Learning" - a book series by Kevin Murphy
JAXFLUIDS
from TUM-AER Differentiable Fluid Dynamics Package
RANS_turbulent_channel_flow
RANS simulation of a turbulent channel flow
flax
Flax is a neural network library for JAX that is designed for flexibility.
hello-world
just for practice
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
PhiFlow
A differentiable PDE solving framework for machine learning
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.
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]
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
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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
WENO-scalar
A WENO solver for 1D scalar PDEs
WENO-NN
A modified WENO method that improves interface sharpness via neural networks.
AnatomyOfMatplotlib
Anatomy of Matplotlib -- tutorial developed for the SciPy conference
2D_Euler_Solver
2 dimensional Euler equation solver on structured grids
PyWENO
PyWENO is a Python implementation of one-dimensional Weighted Essentially Non-oscillatory (WENO) reconstructions.
smarties-RL-library-
Lightweight and scalable framework for Reinforcement Learning
CFDSolver
Computational Fluid Dynamics Solver
PINNs
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction