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MANOVA, Multiple Linear Regression, PCA, Factor Analysis, Cluster Analysis implementation on real-world data
ANOVA and Linear Regression to see what affects the job wage
Based on the computer game "PUBG", built a multiple linear regression model to predict the number of kills a player will get in a given match using SAS.
Applied Linear Regression, Decision tree and Logistic regression to predict the actual price and also the price range in which a customer is likely to buy the used car
使用决策树ID3，C4.5，CART分别生成随机森林(Using ID3, C4.5, CART decision trees to achieve RF)
An LP problem with hiearchical objectives, modeled as a vehicle routing problem , implemented with gurobipy python API in a jupyter notebook, and solved by using the Gurobi solver
1st solution for KDD Cup 2020 (RL track)
Illustrated Examples from Sutton and Barto
Consider the following (unrealistic) elevator scheduling problem. In a building there is a single elevator that moves between the 6 floors of the building. The time it takes the elevator to travel …
HetETA: Heterogeneous Information Network Embedding for Estimating Time of Arrival
An online task assignment tool on Amazon Mturk
shortest path query and kNN search on road network
an indexing structure for knn search for moving objects on road networks
a source code for automatic data visualization and recommendation
This repository stores the road networks of Chinese provinces from OpenStreetMap.
Differentially Private Online Task Assignment in Spatial Crowdsourcing: A Tree-based Approach
Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach
A Benchmark for Multi-UAV Task Allocation of an Extended Team Orienteering Problem
A framework to build and solve POMDP problems. Documentation: https://h2r.github.io/pomdp-py/