dssg / bikeshare

Statistical models and webapp for predicting when bikeshare stations will be empty or full.

http://bikeshare.dssg.io/

dssg/bikeshare Issues

Add proper config to Requirements.txt
Closed 11 years ago2
Add time of day as a feature in GLM_Models script
Closed 11 years ago1
Using a year of data, make a visualization of average bikes over the course of a day for every station
Closed 11 years ago1
Build a classifier to distinguish between rush hour and non-rush hour stations
Closed 11 years ago2
Do the validation
Closed 11 years ago1
Provide historical data on S3 so people can get it.
Closed 11 years ago14
Make a Historical Data API
Closed 9 years ago4
2014 agenda?
Closed 10 years ago4
Show Chicago examples instead of D.C.
Closed 11 years ago2
Wiki
Closed 11 years ago4
Update Requirements.txt
Closed 11 years ago2
Use HDF5
Updated 11 years ago
Write cron job to run estimation script every day
Closed 11 years ago5
Start collecting SF data
Closed 11 years ago1
Merge and Delete All Branches
Updated 11 years ago2
Use Memcache to store prediction values
Updated 11 years ago3
Make rebalancing and weather data optional for poisson model
Updated 11 years ago
Finish improving binomial model
Closed 11 years ago5
Change alpha parameter from linear to time-varying
Closed 11 years ago3
Add hourly temp and perception to poisson model
Updated 11 years ago1
Incorporate Rebalancing in Validation Script
Updated 11 years ago1
Delete Unused IPython Notebooks
Closed 11 years ago1
DC app map tiles not displaying
Closed 11 years ago1
DC app not showing right number of bikes at stations
Closed 11 years ago4
Run validation script on current models and assess predictive power
Closed 11 years ago1
Correct historical data for poisson validation
Closed 11 years ago1
Repo Cleanup
Closed 11 years ago2
Predictions in DC app are not up to date
Closed 11 years ago1
Link to alta APIs in README / wiki
Closed 11 years ago1
Add links to scraper part of Data wiki
Closed 11 years ago1
Reengineer web app to make (poisson) simulation calls asynchronously
Closed 11 years ago1
Generate _Agg_ tables in realtime
Closed 11 years ago1
Merge requirements.txt
Closed 11 years ago1
Add more time points into GLM_Models script once issue #6 is closed
Closed 11 years ago
Modularize Model Validation code into a function
Closed 11 years ago2
add License
Closed 11 years ago
Add holiday indicator into GLM_Models script
Closed 11 years ago2
Add weather as feature in GLM_Model script
Closed 11 years ago1
Switch Model Validation and GLM_Model scripts to be for DC data
Closed 11 years ago
Get live-updating weather data into database.
Closed 11 years ago
Add day of week and/or business day indicator into GLM_Models
Closed 11 years ago
Add season indicator into GLM_Models script
Closed 11 years ago
write function that outputs all data for one station in a city
Closed 11 years ago
Generalize Model Validation code to accomodate Binomial GLM with additional predictors
Closed 11 years ago
Make a visualization of percent average bikes over a day by month
Closed 11 years ago1
Create graphs that plot prediction error over time
Closed 11 years ago
In Model Validation script, predict based on previously predicted values instead of actual values at previous time points
Closed 11 years ago
Get historical weather data into model.
Closed 11 years ago
Add month to GLM_Models script
Closed 11 years ago1
Get weather data into model.
Closed 11 years ago1