weexp's repositories
Autoformer
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
Book-Mathematical-Foundation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
CDT
Constrained Delaunay Triangulation (C++)
curvepy
Bézier curves, Voronoi Regions and Delaunay Triangulations
DRL-urban-planning
A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities.
ft-fsd-path-planning
Formula Student Driverless Path Planning Algorithm. Colorblind centerline calculation algorithm developed by FaSTTUBe. It introduces a novel approach that uses neither Delaunay Triangulation nor RRT.
Graphormer
Graphormer is a general-purpose deep learning backbone for molecular modeling.
Human-Mobility-Analysis
A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination prediction, travel spatiotemporal and semantic features calculations (e.g., entropy, radius of gyration, motif ratio, travel rhythm, etc), driving characters and dispositions.
imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
OpenSceneGraph
OpenSceneGraph git repository
osgearth
A 3D Mapping Engine & SDK for OpenSceneGraph.
semantic-segmentation-pytorch
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
SeqML
A repository containing the implementations about our machine learning researches on sequence data and sequential decision making.
shapely
Manipulation and analysis of geometric objects
Time-Series-Library
A Library for Advanced Deep Time Series Models.