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mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

mathgeo2020

ml2022-spring

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring

models

Models and examples built with TensorFlow

mypinns

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp_paper_study

研读顶会论文，复现论文相关代码

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

num-methods-for-pdes

Lecture material on numerical methods for partial differential equations.

obspy

ObsPy: A Python Toolbox for seismology/seismological observatories.

pde-net

PDE-Net: Learning PDEs from Data

pinn

codes for PINNs

pinn-laminar-flow

Physics-informed neural network for solving fluid dynamics problems

pinns

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

pinns-1

PyTorch Implementation of Physics-informed Neural Networks

pinns-tf2.0

TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).

pkunorun

I just don't want to run.

pkuthss-slide

A simple LaTeX beamer template for thesis defense slide in Peking University.

python

All Algorithms implemented in Python

python-100-days

Python - 100天从新手到大师

python-gravity-model

A gravity anomaly modeling program developed using equations from Talwani et al., 1959

python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

python-small-examples

告别枯燥，致力于打造 Python 实用小例子，更多Python良心教程见 Python中文网 http://www.zglg.work

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pytorch-ddpm

Unofficial PyTorch implementation of Denoising Diffusion Probabilistic Models

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

reproducible-deep-compressive-sensing

Collection of reproducible deep learning for compressive sensing

segyio

Fast Python library for SEGY files.