shwcsmack / fsrs4anki

A modern Anki custom scheduling based on free spaced repetition scheduler algorithm

Home Page:https://github.com/open-spaced-repetition/fsrs4anki/wiki

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FSRS4Anki

FSRS4Anki

✨ A modern Anki custom scheduling based on Free Spaced Repetition Scheduler algorithm ✨

license release

Introduction

FSRS4Anki consists of two main parts: scheduler and optimizer.

The scheduler is based on a variant of the DSR (Difficulty, Stability, Retrievability) model, which is used to predict memory states. The scheduler aims to achieve the requested retention for each card and each review.

The optimizer applies Maximum Likelihood Estimation and Backpropagation Through Time to estimate the stability of memory and learn the laws of memory from time-series review logs.

For more detail on the mechanism of the FSRS algorithm, please see this paper: A Stochastic Shortest Path Algorithm for Optimizing Spaced Repetition Scheduling.

Usage

For the tutorial on FSRS4Anki scheduler, optimizer, helper, and simulator, please see: Usage

FAQ

Here collect some questions from issues, forums, and others: FAQ

Compatibility

Some add-ons modify the scheduling of Anki, which would cause conflict with FSRS4Anki scheduler. Please see Compatibility for more details. I will test these add-ons. Let me know via issues if I miss any add-ons.

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A modern Anki custom scheduling based on free spaced repetition scheduler algorithm

https://github.com/open-spaced-repetition/fsrs4anki/wiki

License:MIT License


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