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Name: AZore

Type: User

Bio: Traffic Engineer

Blog: https://blog.csdn.net/qq_42779992?type=blog

AZore's Projects

2019-microsoft-iot-hackathon

🥇 1st Place (tied) | Bump.IT - Pothole detection and mapping. Using data science methods of analysis, mobile phone's telemetry, computer vision, and, deployed through Azure.

bayesian_multinomial_logistic_regression

For this project, we used, a MCMC technic, a bayesian model, to estimate parameter of a multinomial logistic regression. For that we used the library WINBUGS

cmucomputationalphotography

Jupyter Notebooks for CMU Computational Photography Course 15.463

data-analysis-and-prediction-on-crimes-in-montgomery-county

Our study aims to find spatial and temporal criminal hotspots using a set of real-world datasets of crimes. We intend to perform extensive exploratory data analysis that will help us understand the factors affecting the crimes such as crime locations, timeshifts, response time etc., Based on the preliminary analysis and feature selection, we intend to predict the average response time for a given crime and also predict crime rate based on temporal data. Finally, we provided an analysis/ suggestions by combining our findings that would help the officials to make decisions accordingly in order to improve the safety of Montgomery County.

discretemarkovchain

Calculate the steady state distribution of a discrete Markov chain in Python.

dynamic-traffic-assignment-node-based-with-ctm

This repository contains code related to a research paper I've been working on titled "Dynamic traffic assignment with a node-based cell transmission model satisfying the link-level first-in-first-out principle".

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

machinelearning_pinard

My blogs and code for machine learning. http://cnblogs.com/pinard

mytinystl

Achieve a tiny STL in C++11

ns3-cacc

CACC implementation in ns3 with 802.11p

pestim

Population estimation using aggregated mobile phone data

real-time-traffic-simulation-with-3d-visualisation

Integrating SUMO with Unity to create a 3D Driving Simulator

ros_exploring

《ROS机器人开发实践》源码

sumo-rl-ramp-control

Reinforcement learning based on ramp entrance and exit control of urban trunk roads

traffic-accidents

In this project, we analyze the effects of various factors that correlate to traffic fatalities in the United States. Logistic regression is used, with the y variable being Fatality Rate (coded 0 for Survived, 1 for Fatality).

traffic-congestion-prediction

Proposed Proof of Concept to solve Traffic Congestion and Prediction Problem for Smart Cities by using LSTM(for future prediction) + CNN(To detect traffic density) + using tweets and combine all three to produce a traffic congestion factor and suggest routes based on that using Google API at any time in future.

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