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caixukun's Projects

rnn_pytorch icon rnn_pytorch

Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel

ru icon ru

NYC_taxi demand prediction using ConvLSTM

sa_tsp icon sa_tsp

Q-Learning applied to the classic Travelling Salesman Problem

sav_sim icon sav_sim

For Prof. Levin, Te Xu, and Maria Cieniawski to share and develop the simulation code.

spatial-analysis-r icon spatial-analysis-r

Open Educational Resource for teaching spatial data analysis and statistics with R

spatio-temporal-papers icon spatio-temporal-papers

This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and dataset etc.

st-metanet icon st-metanet

The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"

sttn icon sttn

paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>

sumo icon sumo

Eclipse SUMO is an open source, highly portable, microscopic and continuous traffic simulation package designed to handle large networks. It allows for intermodal simulation including pedestrians and comes with a large set of tools for scenario creation.

sumo-rl icon sumo-rl

A simple interface to instantiate Reinforcement Learning environments with SUMO for Traffic Signal Control. Compatible with Gym Env from OpenAI and MultiAgentEnv from RLlib.

sumolights icon sumolights

SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights

the-economist-ebooks icon the-economist-ebooks

经济学人(含音频)、纽约客、自然、新科学人、卫报、科学美国人、连线、大西洋月刊、新闻周刊、哈佛商业评论、国家地理等英语杂志免费下载、订阅(kindle推送),支持epub、mobi、pdf格式, 每周更新. The Economist 、The New Yorker 、Nature、The Atlantic 、New Scientist、The Guardian、Scientific American、Wired、Newsweek magazines, free download and subscription for kindle, mobi、epub、pdf format.

tracebase icon tracebase

Multivariate time series forecasting on high-dimensional and sparse Uber movement speed data

traffic-assignment icon traffic-assignment

This program solves the user equilibrium and stochastic user equilibrium for the city network

traffic-assignment-frank-wolfe-2021 icon traffic-assignment-frank-wolfe-2021

This simple script computes the traffic assignment using the Frank-Wolfe algorithm (FW) or the Method of successive averages (MSA). It can compute the User Equilibrium (UE) assignment or the System Optimal (SO) assignment. The travel time cost function that models the effect of congestion on travel time is pluggable and definable by the users.

traffic-simulator icon traffic-simulator

Autonomous Intersection Manager ( Controls Vehicle Traffic, without Signal or Stop signs )

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