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Major Release (1.0.0)
Moved release to new organization FairRecKit.
Takeover release notes from aleks-24.
FairRecKit Application
Linux-based web application framework.
New Experiment page, for specifying new experiments and queueing them
- Select predictor/recommender approaches to use
- Select metrics to calculate with the results
- Select datasets to run experiment with
- Apply filter passes to datasets and metrics
- Specify metadata such as name, tags, and email
- Easy access to documentation from experiment tab
Active Experiment page, showing currently active experiments
- Queue of experiments
- Shows ID, timestamp, name, dataset, approaches, and metrics
- Abort experiments
- See progress on active experiment
- Receive e-mail upon completion
Results page, detailing the results of the latest completed experiment
- Shows information about experiment as well as metrics and top recommendations
- For each recommendation, show detailed information
- For each table, add additional headers
- For each track item, show Spotify audio snippet and modal with further details
- Compare results between datasets and approaches
- Filter and sort results
- Export metrics
- Validate results
All results page, archiving previously run experiment results
- Shows ID, timestamp, name, dataset, approaches, and metrics
- Open previous results in results page
- Delete previous results
- Edit metadata
Documentation page, detailing user instructions for the application
- Explanation of how to use application
- Information and sources for datasets
- Information for the different recommender approaches