7cb15

ACT-Scores-and-Crime

Crime-and-SAT-Scores

Using random forest regression to model SAT scores and school crime

Identifying-Nightlife-Hubs-in-NYC

Spatial autocorrelation analysis to identify hotspots for nightlife activity using various datasets

Measuring-Offensive-Line-Importance-in-Fantasy-Football

Running some simple linear regressions to determine the importance of the O-line in QB and RB fantasy performance

Mobility-in-US-Cities

Exploring mobility patterns in US cities

NYC-Subway-Network

Using NetworkX to analyze the NYC MTA

Powerline-Fault-Detection

Using LSTM and CNN to detect faults in power grids

Predicting-Crime-in-Toronto

Multi-class classification model for predicting the types of crimes in Toronto

trajectory_clustering

Trajectory clustering of fishing vessels

snowbot

Providing automated, real time estimates of snow water equivalent in the Sierras and beyond

7cb15/Powerline-Fault-Detection

Using LSTM and CNN to detect faults in power grids

7cb15/Predicting-Crime-in-Toronto

Multi-class classification model for predicting the types of crimes in Toronto

7cb15/trajectory_clustering

Trajectory clustering of fishing vessels

7cb15/Mobility-in-US-Cities

Exploring mobility patterns in US cities

7cb15/Identifying-Nightlife-Hubs-in-NYC

Spatial autocorrelation analysis to identify hotspots for nightlife activity using various datasets

7cb15/Measuring-Offensive-Line-Importance-in-Fantasy-Football

Running some simple linear regressions to determine the importance of the O-line in QB and RB fantasy performance

7cb15/Modeling-Toronto-Bikeshare-Network

Modeling Toronto's Bike Share Network using NetworkX

7cb15/forest_cover

Using Random Forest and XGBoost to classify tree cover

7cb15/NYC-Subway-Network

Using NetworkX to analyze the NYC MTA

7cb15/Traffic-Congestion-Sensing

Measuring traffic congestion and noise pollution with computer vision and noise sensors

7cb15/ACT-Scores-and-Crime

7cb15/Crime-and-SAT-Scores

Using random forest regression to model SAT scores and school crime

7cb15/7cb15.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

7cb15/Airport-Networks

Using NetworkX to visualize airport connections

7cb15/anomaly-detection

Project to detect anomalies in urban mobility patterns using autoencoders

7cb15/Applied-Data-Science

Repository for storing homework problems and illustrative examples from MS Applied Urban Science course work

7cb15/Big-Data-Scripts

scripts for a mix of data processing tasks using various big data tools

7cb15/CUSP-GX-6004-C

Advanced Urban Informatics module on IoT and Microservices

7cb15/Electrical-Usage-Modeling

Auto-regression analysis to model long-term electrical usage patterns

7cb15/Machine-Learning-in-Cities

Implementation of various machine learning models applied to urban data

7cb15/mesa

Mesa is an agent-based modeling framework in Python

7cb15/Neighborhood-Movement

Modeling population movements within neighborhoods in Brooklyn using a Markov process

7cb15/NYC-Bus-API-Scripts

Python scripts to query the the NYC bus API

7cb15/Predicting-Taxi-and-Citibike-Demand

7cb15/Satellite-Image-Classification

Using deep learning techniques to classify land use patterns from satellite image data

7cb15/Scala-Practice

Tooling around in Scala

7cb15/SeatGeekAPI

7cb15/snowbot

Providing automated, real time estimates of snow water equivalent in the Sierras and beyond

7cb15/snowbot-implementation

7cb15/Visualizing-Toronto-Crime

Using Folium and Geopandas to visualize crime data in Toronto