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Top 12 spaced-repetition-algorithm Open-Source Projects
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spaced-selection
Code and real data for "Large-scale randomized experiment reveals machine learning helps people learn and remember more effectively", npj Science of Learning 2021
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For note-taking specifically, I've tried everything from plain old pen and paper to more modern solutions like Evernote and emacs (if you can call that modern), but nothing I've come across really beats Anki.
Although its main selling point is as a program for flashcards with spaced repetition, it comes with pretty much all the features of a good note-taking app, like tags, easy to organize, synchronization across devices (you can set up your own server), good interface for searching through your notes (which are stored in an Sqlite db if that matters), and yes, LaTeX. Not only that, it's also highly extendable with third-party plugins, so if there are features that you miss chances are there's a plugin for it. In other words, you can use it perfectly fine just taking notes. However, where it really shines is in all of this in combination the spaced repetition algorithm, which is now on steroids with FSRS[1][2]. The downside is that for this to be effective for the things you want to memorize, you'll have to write your notes to be suitable for a flashcard, but if you do it consistently you'll soon notice that you can store most of your notes in your head (needless to say, any student would greatly benefit from this). Now, if that's too much work, you can still just use the scheduling to have it remind you of your notes. Either way, even as someone who sometimes goes out of his way to shoehorn everything into Emacs, I can't see a reason not to use anki for note-taking.
[1]https://github.com/open-spaced-repetition/fsrs4anki/blob/mai...
[2]https://www.youtube.com/watch?v=OqRLqVRyIzc
... https://github.com/open-spaced-repetition/fsrs4anki/wiki/The... ...
I'm not sure I believe we understand our own learning/memory anything like enough for this not to be total pseudoscience? Reminds me of A Beautiful Mind.
Project mention: Show HN: Phrasing – learn every language, to any level | news.ycombinator.com | 2024-01-29You can set easy days via the FSRS4Anki Helper add-on: https://ankiweb.net/shared/info/759844606
And it also supports to postpone your backlog.
Project mention: I created a flashcards app for learning new vocabulary (Anki but pretty and Web based) | /r/languagelearning | 2023-06-08
Project mention: FSRS is now the most accurate spaced repetition algorithm in the world* | /r/Anki | 2023-12-07Me and LMSherlock are investigating this, but according to Sherlock's analysis, RMSE remains quite stable if the number of reviews in the dataset changes by a small amount. You can help us to reproduce your problem by submitting your colelction, please see this issue: https://github.com/open-spaced-repetition/fsrs-optimizer/issues/64
Project mention: FSRS: A modern, efficient spaced repetition algorithm | news.ycombinator.com | 2024-01-15I've shared it here in the original ticket that added the benchmark confidence intervals https://github.com/open-spaced-repetition/fsrs-benchmark/iss...
Project mention: FSRS: A modern, efficient spaced repetition algorithm | news.ycombinator.com | 2024-01-15Yeah, here is the comparison between FSRS and SM-17: https://github.com/open-spaced-repetition/fsrs-vs-sm17
Project mention: Show HN: Python.cards – Learn Python with spaced repetition | news.ycombinator.com | 2024-04-15
Project mention: Show HN: I made a spaced repetition tool to master coding problems | news.ycombinator.com | 2024-04-26FYI I made Anki's spaced repetition algorithm, FSRS, run in the browser. Might be useful to you https://github.com/open-spaced-repetition/fsrs-browser
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
spaced-repetition-algorithm related posts
- Show HN: I made a spaced repetition tool to master coding problems
- Show HN: Python.cards – Learn Python with spaced repetition
- Show HN: Phrasing – learn every language, to any level
- Show HN: Learning app using Educational YouTube videos
- FSRS: A modern, efficient spaced repetition algorithm
- FSRS4Anki: A modern spaced-repetition scheduler for Anki
- FSRS is now the most accurate spaced repetition algorithm in the world*
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A note from our sponsor - InfluxDB
www.influxdata.com | 29 Apr 2024
Index
What are some of the best open-source spaced-repetition-algorithm projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | fsrs4anki | 2,196 |
| 2 | Memcode | 313 |
| 3 | free-spaced-repetition-scheduler | 258 |
| 4 | fsrs4anki-helper | 160 |
| 5 | SSP-MMC | 114 |
| 6 | go-fsrs | 48 |
| 7 | fsrs-optimizer | 47 |
| 8 | srs-benchmark | 35 |
| 9 | spaced-selection | 30 |
| 10 | fsrs-vs-sm17 | 19 |
| 11 | simple-spaced-repetition | 11 |
| 12 | fsrs-browser | 11 |
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