Judy Yang's Projects
The notebooks to accompany Python for Geospatial Data Analysis
Everything you need to know about graph theory to ace a technical interview :fire:
A toolkit for developing and comparing reinforcement learning algorithms.
A pytorch based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".
Hyperspectral-Classification Pytorch
Hyperspectral Image Classification using Deep Neural Network Architectures with Transfer Learning
A list of hyperspectral image super-solution resources collected by Junjun Jiang
Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang. More Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification, IEEE TGRS, 2021, 59(5): 4340-4354.
Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Spectralformer: Rethinking hyperspectral image classification with transformers, IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021
Open Source Differentiable Computer Vision Library
A customisable 3D platform for agent-based AI research
efficient tools for LiDAR processing
Learning Geospatial Analysis with Python – Third Edition, published by Packt
Learn OpenCV : C++ and Python Examples
LiDAR data processing
Experiments Data of LiDAR Guided Cross Attention HSI Band Selection for Classification
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Generative adversarial network for generating electronic health records.
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
A project on using mathematical programming to solve multi-modal transportation cost minimization in goods delivery and supply chain management.
我收集的电子书, 主要是软件开发方向
Open LiDAR Toolbox is a QGIS Plugin for ALS Data by Stefan Eichert, Benjamin Štular and Edisa Lozić 2021
Python implementation of Point Feature Histogram (PFH) from PCL