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

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Book-Mathematical-Foundation-of-Reinforcement-Learning

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

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DRL-urban-planning

A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities.

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Graphormer

Graphormer is a general-purpose deep learning backbone for molecular modeling.

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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.

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imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

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Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

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predict_Lottery_ticket_pytorch

pytorch下基于transformer / LSTM模型的彩票预测

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RegionDCL

Urban Region Representation Learning with OpenStreetMap Building Footprints

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semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

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SeqML

A repository containing the implementations about our machine learning researches on sequence data and sequential decision making.

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shapely

Manipulation and analysis of geometric objects

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Time-Series-Library

A Library for Advanced Deep Time Series Models.

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urban2vec_

Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding

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