ZhouHaoWa

Convolutional_LSTM_PyTorch

Multi-layer convolutional LSTM with Pytorch

DeepHPMs

Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

diffusion_model

Denoising Diffusion Probabilistic Models

Discover-PDE-with-Noisy-Scarce-Data

ICLR2022: Discovering Nonlinear PDEs from Scarce Data with Physics-encoded Learning

DRL

Deep Reinforcement Learning

fipy_finite-volume

FiPy is a Finite Volume PDE solver written in Python

HelloGitHub

:octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.

ML-Andrew-Ng

Coursera Machine Learning (Andrew Ng) --- python code

PINNs

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

ZhouHaoWa/Convolutional_LSTM_PyTorch

Multi-layer convolutional LSTM with Pytorch

ZhouHaoWa/DeepHPMs

Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations

ZhouHaoWa/denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

ZhouHaoWa/diffusion_model

Denoising Diffusion Probabilistic Models

ZhouHaoWa/Discover-PDE-with-Noisy-Scarce-Data

ICLR2022: Discovering Nonlinear PDEs from Scarce Data with Physics-encoded Learning

ZhouHaoWa/DRL

Deep Reinforcement Learning

ZhouHaoWa/fipy_finite-volume

FiPy is a Finite Volume PDE solver written in Python

ZhouHaoWa/HelloGitHub

:octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.

ZhouHaoWa/ML-Andrew-Ng

Coursera Machine Learning (Andrew Ng) --- python code

ZhouHaoWa/PINNs

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

ZhouHaoWa/Poisson_flow

Code for NeurIPS 2022 Paper, "Poisson Flow Generative Models"

ZhouHaoWa/Precipitation-Nowcasting

pytorch implemention of trajGRU.

ZhouHaoWa/PRML

PRML algorithms implemented in Python

ZhouHaoWa/pytorch-beginner

pytorch tutorial for beginners

ZhouHaoWa/pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

ZhouHaoWa/PyTorch_Tutorial

《Pytorch模型训练实用教程》中配套代码

ZhouHaoWa/score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

ZhouHaoWa/score_sde_pytorch_bySongYang

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

ZhouHaoWa/StockPricePrediction

Stock Price Prediction using Machine Learning Techniques

ZhouHaoWa/transformer-physx

Transformers for modeling physical systems

ZhouHaoWa/video-diffusion-pytorch

Implementation of Video Diffusion Models, Jonathan Ho's new paper extending DDPMs to Video Generation - in Pytorch

ZhouHaoWa/ZhouHaoWa.github.io