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