A Clojure(script) implementation of Free Spaced Repetition Scheduler algorithm
At the moment, the project is not available on Clojars / Maven, and can only be installed as a Git Dependency. I will add instructions for installing from Maven once I upload the artifact.
io.github.open-spaced-repetition/cljc-fsrs {:git/sha "<PUT-LATEST-SHA-HERE>"}NOTE: When you try this on the REPL, you might see different values for stability, difficulty, scheduled-days than shown below. This is fine! The weights used are being updated by the open-spaced-repetition team and it's difficult to keep the README in sync.
(require '[open-spaced-repetition.cljc-fsrs.core :as core]
'[tick.core :as t])
(def card (core/new-card!))
;; =>
{:last-repeat
#time/instant "2023-07-15T14:42:14.706482Z",
:lapses 0,
:stability 0,
:difficulty 0,
:reps 0,
:state :new,
:due
#time/instant "2023-07-15T14:42:14.706482Z",
:elapsed-days 0,
:scheduled-days 0}We studied the card immediately as part of creating it, as suggested in the response :due. Our recall rating was :good.
(-> card
(core/repeat-card! :good))
;; =>
{:last-repeat
#time/instant "2023-07-15T14:45:26.271152Z",
:lapses 0,
:stability 3,
:difficulty 5.0,
:reps 1,
:state :learning,
:due
#time/instant "2023-07-18T14:45:26.274199Z",
:elapsed-days 0,
:scheduled-days 3}You can see how the :difficulty, :stability are given initial values based on your rating. The :state of the card is now :learning. We have also been told to repeat the card after 3 days.
We waited three days and studied the card again. This time we forgot the card and our rating was :again
(-> card
(core/repeat-card! :good)
;; This arity should be considered private. It's helpful to be
;; able to control time during tests, but real usage should use
;; the version above, not the one below
(core/repeat-card! :again (t/>> (t/now) (t/new-period 3 :days)) core/default-params))
;; =>
{:lapses 1,
:stability 3,
:difficulty 5.0,
:reps 2,
:state :learning,
:due
#time/instant "2023-07-18T17:51:22.976950Z",
:elapsed-days 3,
:scheduled-days 0,
:last-repeat
#time/instant "2023-07-18T17:46:22.976950Z"}Until we move into :review state, the :stability and :difficulty settings are not affected. Since we forgot the card (hence :again rating), we can see this reflected in :lapses and the fact that we've been asked to repeat the card in 5 minutes. Let's re-review the card and this time rate it as :good
(-> card
(core/repeat-card! :good #time/instant "2023-07-15T14:42:14.706482Z" core/default-params)
(core/repeat-card! :again #time/instant "2023-07-18T14:42:14.706482Z" core/default-params)
(core/repeat-card! :good #time/instant "2023-07-18T14:47:14.706482Z" core/default-params))
;; =>
{:lapses 1,
:stability 3,
:difficulty 5.0,
:reps 3,
:state :review,
:due #time/instant "2023-07-22T14:47:14.706482Z",
:elapsed-days 0,
:scheduled-days 4,
:last-repeat #time/instant "2023-07-18T14:47:14.706482Z"}We are now in :review state and will start tracking the stability and difficulty of the item! We have a testing utility called simulate-repeats, which you can use to see how these numbers change over time.
(require '[open-spaced-repetition.cljc-fsrs.simulate :refer [simulate-repeats]])
(-> {:lapses 1,
:stability 3,
:difficulty 5.0,
:reps 3,
:state :review,
:due #time/instant "2023-07-22T14:47:14.706482Z",
:elapsed-days 0,
:scheduled-days 4,
:last-repeat #time/instant "2023-07-18T14:47:14.706482Z"}
(simulate-repeats [:hard :good :easy :good]))
;; =>
[{:lapses 1,
:stability 3,
:difficulty 5.0,
:last-repeat #time/instant "2023-07-18T14:47:14.706482Z",
:reps 3,
:state :review,
:due #time/instant "2023-07-22T14:47:14.706482Z",
:elapsed-days 0,
:scheduled-days 4}
{:lapses 1,
:stability 6.185860963467298,
:difficulty 5.4,
:last-repeat #time/instant "2023-07-22T14:47:14.706482Z",
:reps 4,
:state :review,
:due #time/instant "2023-07-28T14:47:14.706482Z",
:elapsed-days 4,
:scheduled-days 6,
:rating :hard}
{:lapses 1,
:stability 14.083159793583967,
:difficulty 5.32,
:last-repeat #time/instant "2023-07-28T14:47:14.706482Z",
:reps 5,
:state :review,
:due #time/instant "2023-08-11T14:47:14.706482Z",
:elapsed-days 6,
:scheduled-days 14,
:rating :good}
{:lapses 1,
:stability 45.743757632503126,
:difficulty 4.856,
:last-repeat #time/instant "2023-08-11T14:47:14.706482Z",
:reps 6,
:state :review,
:due #time/instant "2023-09-26T14:47:14.706482Z",
:elapsed-days 14,
:scheduled-days 46,
:rating :easy}
{:lapses 1,
:stability 90.16370184543588,
:difficulty 4.8848,
:last-repeat #time/instant "2023-09-26T14:47:14.706482Z",
:reps 7,
:state :review,
:due #time/instant "2023-12-25T14:47:14.706482Z",
:elapsed-days 46,
:scheduled-days 90,
:rating :good}]Start a REPL against cljc-fsrs
$ clojure -M:cider:dev:test
Run cljc-fsrs tests:
$ clojure -T:build test
Run cljc-fsrs CI pipeline and build a JAR:
$ clojure -T:build ci
This will produce an updated pom.xml file with synchronized dependencies inside the META-INF
directory inside target/classes and the JAR in target. You can update the version (and SCM tag)
information in generated pom.xml by updating build.clj.
Install it locally (requires the ci task be run first):
$ clojure -T:build install
Deploy it to Clojars -- needs CLOJARS_USERNAME and CLOJARS_PASSWORD environment
variables (requires the ci task be run first):
$ clojure -T:build deploy
Your library will be deployed to com.github.open-spaced-repetition/cljc-fsrs on clojars.org by default.
Copyright © 2023 Vedang Manerikar
Distributed under the MIT License.
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