Chunguang (Wayne) Zhang's repositories
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.
Convolutional_LSTM_PyTorch
Multi-layer convolutional LSTM with Pytorch
MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
air_pollutants_prediction_lstm
This is a project for predicting air pollutants in London by time series model, including lstm, bilstm, Convlstm, attention lstm, lightGBM and ARIMA
DALL-E
PyTorch package for the discrete VAE used for DALL·E.
DAP
Deep model for accident risk prediction over sparse traffic data
datashader
Quickly and accurately render even the largest data.
DCRNN
Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow
graph-generation
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models
GraphGym
Platform for designing and evaluating Graph Neural Networks (GNN)
ilpc2022
🏅 KG Inductive Link Prediction Challenge (ILPC) 2022
kepler.gl
Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.
LSTM-Wind-Speed-Forecasting
LSTM to predict wind speed
mastering-spark-sql-book
The Internals of Spark SQL
nyc-taxi-data
Import public NYC taxi and for-hire vehicle (Uber, Lyft, etc.) trip data into PostgreSQL database
ogb
Benchmark datasets, data loaders, and evaluators for graph machine learning
pytorch_geometric
Graph Neural Network Library for PyTorch
R_Projects
R_Projects
Real-time-ML-Project
A curated list of applied machine learning and data science notebooks and libraries across different industries.
rewriting
Rewriting a Deep Generative Model, ECCV 2020 (oral). Interactive tool to directly edit the rules of a GAN to synthesize scenes with objects added, removed, or altered. Change StyleGANv2 to make extravagant eyebrows, or horses wearing hats.
SETR
[CVPR 2021] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
spark-esri
Repo to demonstrate the using of Apache Spark within a Jupyter notebook within ArcGIS Pro
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.