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."
DRL-urban-planning
A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities.
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.
predict_Lottery_ticket_pytorch
pytorch下基于transformer / LSTM模型的彩票预测
RegionDCL
Urban Region Representation Learning with OpenStreetMap Building Footprints
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.
urban2vec_
Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding