ytin16 Goto Github PK

astgcn-pytorch

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting

awesome-machine-learning-1

Learning Resources And Links Of Machine Learning（updating）

blogspot-themes

Blogspot (Blogger) Themes Library

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

gnnpapers

Must-read papers on graph neural networks (GNN)

how-to-build-a-graph-based-deep-learning-architecture-in-traffic-domain

How to Build a Graph-Based Deep Learning Architecture in Traffic Domain

latent-space-data-assimilation-lsda

Ensemble-based history matching method with latent-space proxy model for nonlinear forward model and non-Gaussian models.

machinelearningnotes

My personal notes

matplotlib_cheatsheets

Official Matplotlib cheat sheets

mtgnn

physics-informed-neural-networks

Investigating PINNs

pinns

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

pinns-tf2.0

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

pumpkin-book

《机器学习》（西瓜书）公式详解

pysindy

A package for the sparse identification of nonlinear dynamical systems from data

sciann-applications

A place to share problems solved with SciANN

spatio-temporal-clustering

使用numpy实现的聚类算法（包括时空聚类算法）

spatio-temporal-papers

This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and dataset etc.

stgcn

The PyTorch version of STGCN implemented by the paper with tons of bugs fixed.

stgcn-keras

Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting implementation with keras

tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

tpa-lstm

Temporal Pattern Attention for Multivariate Time Series Forecasting

ytin16

Config files for my GitHub profile.