Colin Bradley's repositories
Predicting-Crime-in-Toronto
Multi-class classification model for predicting the types of crimes in Toronto
mesa
Mesa is an agent-based modeling framework in Python
trajectory_clustering
Trajectory clustering of fishing vessels
Crime-and-SAT-Scores
Using random forest regression to model SAT scores and school crime
Mobility-in-US-Cities
Exploring mobility patterns in US cities
Traffic-Congestion-Sensing
Measuring traffic congestion and noise pollution with computer vision and noise sensors
Machine-Learning-in-Cities
Implementation of various machine learning models applied to urban data
Big-Data-Scripts
scripts for a mix of data processing tasks using various big data tools
CUSP-GX-6004-C
Advanced Urban Informatics module on IoT and Microservices
snowbot
Providing automated, real time estimates of snow water equivalent in the Sierras and beyond
Satellite-Image-Classification
Using deep learning techniques to classify land use patterns from satellite image data
Scala-Practice
Tooling around in Scala
7cb15.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Powerline-Fault-Detection
Using LSTM and CNN to detect faults in power grids
Applied-Data-Science
Repository for storing homework problems and illustrative examples from MS Applied Urban Science course work
forest_cover
Using Random Forest and XGBoost to classify tree cover
anomaly-detection
Project to detect anomalies in urban mobility patterns using autoencoders
Electrical-Usage-Modeling
Auto-regression analysis to model long-term electrical usage patterns
Neighborhood-Movement
Modeling population movements within neighborhoods in Brooklyn using a Markov process
Identifying-Nightlife-Hubs-in-NYC
Spatial autocorrelation analysis to identify hotspots for nightlife activity using various datasets
NYC-Subway-Network
Using NetworkX to analyze the NYC MTA
Airport-Networks
Using NetworkX to visualize airport connections
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
NYC-Bus-API-Scripts
Python scripts to query the the NYC bus API
Modeling-Toronto-Bikeshare-Network
Modeling Toronto's Bike Share Network using NetworkX
Visualizing-Toronto-Crime
Using Folium and Geopandas to visualize crime data in Toronto