Judy Yang's Projects
A pure Python quad tree spatial index for GIS or rendering usage
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Build your neural network easy and fast, 莫烦Python中文教学
Track Advancement of SLAM 跟踪SLAM前沿动态【2021 version】
SAP Security research sample code and tutorials for generating differentially private synthetic datasets using generative deep learning models
Tools and service for differentially private processing of tabular and relational data
A Machine Learning Aware Spatial Data Re-partitioning Framework for Spatial Datasets
Python module for hyperspectral image processing
This is a tensorflow and keras based implementation of SSRNs in the IEEE T-GRS paper "Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework".
PyTorch Implementation of SSTNs for hyperspectral image classifications from the IEEE T-GRS paper "Spectral-Spatial Transformer Network for Hyperspectral Image Classification: A FAS Framework."
Predicting Global Supply Chain Outcomes for Essential HIV Medicines using Machine Learning Techniques
Synthetic Patient Population Simulator
Virtual analog synthesizer for Python
Generates synthetic data and user interfaces for privacy-preserving data sharing and analysis.
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
"Deep Learning with TensorFlow" LiveLessons
A list of all named GANs!
A library to generate synthetic time series data by easy-to-use factors and generator
Pytorch framework for doing deep learning on point clouds.
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
The experiments based on CoupledCNN and our unsupervised band selection methods.
Datasets, Transforms and Models specific to Computer Vision
Code Behind the Recipes for the Visualizations of Data Distributions
Demo on using Facets: An Open Source Visualization Tool for Machine Learning Training Data developed by Google's PAIR Initiative