-
-
Notifications
You must be signed in to change notification settings - Fork 139
Compare Anki's built in scheduler and FSRS
For simplicity, the comparison only focuses on the intervals given in different rating sequences. The ratings in (re)learning steps will be ignored, only consider the first rating of new cards.
The default parameters of FSRS for comparison:
var w = [0.4, 0.6, 2.4, 5.8, 4.93, 0.94, 0.86, 0.01, 1.49, 0.14, 0.94, 2.18, 0.05, 0.34, 1.26, 0.29, 2.61];
Rating sequence: 1,3,3,3,3,3,3,3,3,3
Anki's intervals: 1d,3d,8d,20d,1.7m,4.2m,10.4m,2.1y,5.4y,13.4y
FSRS's intervals: 1d,2d,6d,14d,1.1m,2.3m,4.7m,9.1m,1.4y,2.5y
Rating sequence: 2,3,3,3,3,3,3,3,3,3
Anki's intervals: 1d,3d,8d,20d,1.7m,4.2m,10.4m,2.1y,5.4y,13.4y
FSRS's intervals: 1d,3d,9d,24d,1.9m,4.4m,9.5m,1.6y,3.1y,5.7y
Rating sequence: 3,3,3,3,3,3,3,3,3,3
Anki's intervals: 1d,3d,8d,20d,1.7m,4.2m,10.4m,2.1y,5.4y,13.4y
FSRS's intervals: 2d,7d,21d,1.9m,4.8m,11.2m,2.0y,4.1y,8.1y,15.0y
Rating sequence: 4,3,3,3,3,3,3,3,3,3
Anki's intervals: 4d,10d,25d,2.1m,5.3m,1.1y,2.7y,6.8y,16.9y,42.3y
FSRS's intervals: 6d,20d,2.0m,5.5m,1.1y,2.6y,5.6y,11.5y,22.3y,41.4y
My representative paper at ACMKDD: A Stochastic Shortest Path Algorithm for Optimizing Spaced Repetition Scheduling
My fantastic research experience on spaced repetition algorithm: How did I publish a paper in ACMKDD as an undergraduate?
The largest open-source dataset on spaced repetition with time-series features: open-spaced-repetition/FSRS-Anki-20k