fsrs4anki_scheduler_qt5.js

// FSRS4Anki v3.13.2 Scheduler Qt5
set_version();
// The latest version will be released on https://github.com/open-spaced-repetition/fsrs4anki

// Default parameters of FSRS4Anki for global
var w = [1, 1, 5, -0.5, -0.5, 0.2, 1.4, -0.12, 0.8, 2, -0.2, 0.2, 1];
// The above parameters can be optimized via FSRS4Anki optimizer.

// User's custom parameters for global
let requestRetention = 0.9; // recommended setting: 0.8 ~ 0.9
let maximumInterval = 36500;
let easyBonus = 1.3;
let hardInterval = 1.2;
// FSRS only modifies the long-term scheduling. So (re)learning steps in deck options work as usual.
// I recommend setting steps shorter than 1 day.

// "Fuzz" is a small random delay applied to new intervals to prevent cards from
// sticking together and always coming up for review on the same day
const enable_fuzz = true;

// The memory state variables calculated by FSRS include Difficulty, Stability, and Retrievability.
// FSRS supports displaying DSR of reviewing cards before you answer.
// Enable it for debugging if you encounter something wrong.
const display_memory_state = false;

debugger;

// display if FSRS is enabled
if (display_memory_state) {
  const prev = document.getElementById('FSRS_status');
  if (prev) {prev.remove();}
  var fsrs_status = document.createElement('div');
  fsrs_status.innerHTML = "<br>FSRS enabled";
  fsrs_status.id = "FSRS_status";
  fsrs_status.style.cssText = "font-size:12px;opacity:0.5;font-family:monospace;text-align:left;line-height:1em;position:absolute;bottom:1em;";
  document.body.appendChild(fsrs_status);
}

// get the name of the card's deck
// need to add <div id=deck deck_name="{{Deck}}"></div> to your card's front template's first line
if (document.getElementById("deck") !== null) {
  const deck_name = document.getElementById("deck").getAttribute("deck_name");
  // parameters for a specific deck
  if (deck_name == "ALL::Learning::English::Reading") {
    var w = [1.1475, 1.401, 5.1483, -1.4221, -1.2282, 0.035, 1.4668, -0.1286, 0.7539, 1.9671, -0.2307, 0.32, 0.9451];
    // User's custom parameters for the specific deck
    requestRetention = 0.9;
    maximumInterval = 36500;
    easyBonus = 1.3;
    hardInterval = 1.2;
    // parameters for a deck's all sub-decks
  } else if (deck_name.startsWith("ALL::Archive")) {
    var w = [1.2879, 0.5135, 4.9532, -1.502, -1.0922, 0.0081, 1.3771, -0.0294, 0.6718, 1.8335, -0.4066, 0.7291, 0.5517];
    // User's custom parameters for sub-decks
    requestRetention = 0.9;
    maximumInterval = 36500;
    easyBonus = 1.3;
    hardInterval = 1.2;
  }
  // To turn off FSRS in specific decks, fill them into the skip_decks list below.
  // Please don't remove it even if you don't need it.
  const skip_decks = ["ALL::Learning::ML::NNDL", "ALL::Learning::English"];
  for (const i of skip_decks) {
    if (deck_name.startsWith(i)) {
      fsrs_status.innerHTML = "<br>FSRS disabled";
      return;
    }
  }
  if (display_memory_state) {
    fsrs_status.innerHTML += "<br>Deck name: " + deck_name;
  }
}

// auto-calculate intervalModifier
const intervalModifier = Math.log(requestRetention) / Math.log(0.9);
// global fuzz factor for all ratings.
const fuzz_factor = set_fuzz_factor();
const ratings = {
  "again": 1,
  "hard": 2,
  "good": 3,
  "easy": 4
};
// For new cards
if (is_new()) {
  var _states$good$normal, _states$easy$normal;
  init_states();
  const good_interval = next_interval(customData.good.s);
  const easy_interval = Math.max(next_interval(customData.easy.s * easyBonus), good_interval + 1);
  if ((_states$good$normal = states.good.normal) !== null && _states$good$normal !== void 0 && _states$good$normal.review) {
    states.good.normal.review.scheduledDays = good_interval;
  }
  if ((_states$easy$normal = states.easy.normal) !== null && _states$easy$normal !== void 0 && _states$easy$normal.review) {
    states.easy.normal.review.scheduledDays = easy_interval;
  }
  // For learning/relearning cards
} else if (is_learning()) {
  var _states$good$normal2, _states$easy$normal2;
  // Init states if the card didn't contain customData
  if (is_empty()) {
    init_states();
  }
  const good_interval = next_interval(customData.good.s);
  const easy_interval = Math.max(next_interval(customData.easy.s * easyBonus), good_interval + 1);
  if ((_states$good$normal2 = states.good.normal) !== null && _states$good$normal2 !== void 0 && _states$good$normal2.review) {
    states.good.normal.review.scheduledDays = good_interval;
  }
  if ((_states$easy$normal2 = states.easy.normal) !== null && _states$easy$normal2 !== void 0 && _states$easy$normal2.review) {
    states.easy.normal.review.scheduledDays = easy_interval;
  }
  // For review cards
} else if (is_review()) {
  var _states$current$norma, _states$again$normal, _states$hard$normal, _states$good$normal3, _states$easy$normal3;
  // Convert the interval and factor to stability and difficulty if the card didn't contain customData
  if (is_empty()) {
    convert_states();
  }
  const interval = (_states$current$norma = states.current.normal) !== null && _states$current$norma !== void 0 && _states$current$norma.review.elapsedDays ? states.current.normal.review.elapsedDays : states.current.filtered.rescheduling.originalState.review.elapsedDays;
  const last_d = customData.again.d;
  const last_s = customData.again.s;
  const retrievability = Math.exp(Math.log(0.9) * interval / last_s);
  if (display_memory_state) {
    fsrs_status.innerHTML += "<br>D: " + last_d + "<br>S: " + last_s + "<br>R: " + (retrievability * 100).toFixed(2) + "%";
  }
  const lapses = (_states$again$normal = states.again.normal) !== null && _states$again$normal !== void 0 && _states$again$normal.relearning.review.lapses ? states.again.normal.relearning.review.lapses : states.again.filtered.rescheduling.originalState.relearning.review.lapses;
  customData.again.d = next_difficulty(last_d, "again");
  customData.again.s = next_forget_stability(customData.again.d, last_s, retrievability);
  customData.hard.d = next_difficulty(last_d, "hard");
  customData.hard.s = next_recall_stability(customData.hard.d, last_s, retrievability);
  customData.good.d = next_difficulty(last_d, "good");
  customData.good.s = next_recall_stability(customData.good.d, last_s, retrievability);
  customData.easy.d = next_difficulty(last_d, "easy");
  customData.easy.s = next_recall_stability(customData.easy.d, last_s, retrievability);
  let hard_interval = next_interval(last_s * hardInterval);
  let good_interval = next_interval(customData.good.s);
  let easy_interval = next_interval(customData.easy.s * easyBonus);
  hard_interval = Math.min(hard_interval, good_interval);
  good_interval = Math.max(good_interval, hard_interval + 1);
  easy_interval = Math.max(easy_interval, good_interval + 1);
  if ((_states$hard$normal = states.hard.normal) !== null && _states$hard$normal !== void 0 && _states$hard$normal.review) {
    states.hard.normal.review.scheduledDays = hard_interval;
  }
  if ((_states$good$normal3 = states.good.normal) !== null && _states$good$normal3 !== void 0 && _states$good$normal3.review) {
    states.good.normal.review.scheduledDays = good_interval;
  }
  if ((_states$easy$normal3 = states.easy.normal) !== null && _states$easy$normal3 !== void 0 && _states$easy$normal3.review) {
    states.easy.normal.review.scheduledDays = easy_interval;
  }
}
function constrain_difficulty(difficulty) {
  return Math.min(Math.max(difficulty.toFixed(2), 1), 10);
}
function apply_fuzz(ivl) {
  if (!enable_fuzz || ivl < 2.5) return ivl;
  ivl = Math.round(ivl);
  const min_ivl = Math.max(2, Math.round(ivl * 0.95 - 1));
  const max_ivl = Math.round(ivl * 1.05 + 1);
  return Math.floor(fuzz_factor * (max_ivl - min_ivl + 1) + min_ivl);
}
function next_interval(stability) {
  const new_interval = apply_fuzz(stability * intervalModifier);
  return Math.min(Math.max(Math.round(new_interval), 1), maximumInterval);
}
function next_difficulty(d, rating) {
  let next_d = d + w[4] * (ratings[rating] - 3);
  return constrain_difficulty(mean_reversion(w[2], next_d));
}
function mean_reversion(init, current) {
  return w[5] * init + (1 - w[5]) * current;
}
function next_recall_stability(d, s, r) {
  return +(s * (1 + Math.exp(w[6]) * (11 - d) * Math.pow(s, w[7]) * (Math.exp((1 - r) * w[8]) - 1))).toFixed(2);
}
function next_forget_stability(d, s, r) {
  return +(w[9] * Math.pow(d, w[10]) * Math.pow(s, w[11]) * Math.exp((1 - r) * w[12])).toFixed(2);
}
function init_states() {
  customData.again.d = init_difficulty("again");
  customData.again.s = init_stability("again");
  customData.hard.d = init_difficulty("hard");
  customData.hard.s = init_stability("hard");
  customData.good.d = init_difficulty("good");
  customData.good.s = init_stability("good");
  customData.easy.d = init_difficulty("easy");
  customData.easy.s = init_stability("easy");
}
function init_difficulty(rating) {
  return +constrain_difficulty(w[2] + w[3] * (ratings[rating] - 3)).toFixed(2);
}
function init_stability(rating) {
  return +Math.max(w[0] + w[1] * (ratings[rating] - 1), 0.1).toFixed(2);
}
function convert_states() {
  const scheduledDays = states.current.normal ? states.current.normal.review.scheduledDays : states.current.filtered.rescheduling.originalState.review.scheduledDays;
  const easeFactor = states.current.normal ? states.current.normal.review.easeFactor : states.current.filtered.rescheduling.originalState.review.easeFactor;
  const old_s = +Math.max(scheduledDays, 0.1).toFixed(2);
  const old_d = constrain_difficulty(11 - (easeFactor - 1) / (Math.exp(w[6]) * Math.pow(old_s, w[7]) * (Math.exp(0.1 * w[8]) - 1)));
  customData.again.d = old_d;
  customData.again.s = old_s;
  customData.hard.d = old_d;
  customData.hard.s = old_s;
  customData.good.d = old_d;
  customData.good.s = old_s;
  customData.easy.d = old_d;
  customData.easy.s = old_s;
}
function is_new() {
  var _states$current$norma2, _states$current$filte, _states$current$filte2;
  if (((_states$current$norma2 = states.current.normal) === null || _states$current$norma2 === void 0 ? void 0 : _states$current$norma2.new) !== undefined) {
    var _states$current$norma3;
    if (((_states$current$norma3 = states.current.normal) === null || _states$current$norma3 === void 0 ? void 0 : _states$current$norma3.new) !== null) {
      return true;
    }
  }
  if (((_states$current$filte = states.current.filtered) === null || _states$current$filte === void 0 ? void 0 : (_states$current$filte2 = _states$current$filte.rescheduling) === null || _states$current$filte2 === void 0 ? void 0 : _states$current$filte2.originalState) !== undefined) {
    var _states$current$filte3, _states$current$filte4;
    if ((_states$current$filte3 = states.current.filtered) !== null && _states$current$filte3 !== void 0 && (_states$current$filte4 = _states$current$filte3.rescheduling) !== null && _states$current$filte4 !== void 0 && _states$current$filte4.originalState.hasOwnProperty('new')) {
      return true;
    }
  }
  return false;
}
function is_learning() {
  var _states$current$norma4, _states$current$filte5, _states$current$filte6, _states$current$norma6, _states$current$filte9, _states$current$filte10;
  if (((_states$current$norma4 = states.current.normal) === null || _states$current$norma4 === void 0 ? void 0 : _states$current$norma4.learning) !== undefined) {
    var _states$current$norma5;
    if (((_states$current$norma5 = states.current.normal) === null || _states$current$norma5 === void 0 ? void 0 : _states$current$norma5.learning) !== null) {
      return true;
    }
  }
  if (((_states$current$filte5 = states.current.filtered) === null || _states$current$filte5 === void 0 ? void 0 : (_states$current$filte6 = _states$current$filte5.rescheduling) === null || _states$current$filte6 === void 0 ? void 0 : _states$current$filte6.originalState) !== undefined) {
    var _states$current$filte7, _states$current$filte8;
    if ((_states$current$filte7 = states.current.filtered) !== null && _states$current$filte7 !== void 0 && (_states$current$filte8 = _states$current$filte7.rescheduling) !== null && _states$current$filte8 !== void 0 && _states$current$filte8.originalState.hasOwnProperty('learning')) {
      return true;
    }
  }
  if (((_states$current$norma6 = states.current.normal) === null || _states$current$norma6 === void 0 ? void 0 : _states$current$norma6.relearning) !== undefined) {
    var _states$current$norma7;
    if (((_states$current$norma7 = states.current.normal) === null || _states$current$norma7 === void 0 ? void 0 : _states$current$norma7.relearning) !== null) {
      return true;
    }
  }
  if (((_states$current$filte9 = states.current.filtered) === null || _states$current$filte9 === void 0 ? void 0 : (_states$current$filte10 = _states$current$filte9.rescheduling) === null || _states$current$filte10 === void 0 ? void 0 : _states$current$filte10.originalState) !== undefined) {
    var _states$current$filte11, _states$current$filte12;
    if ((_states$current$filte11 = states.current.filtered) !== null && _states$current$filte11 !== void 0 && (_states$current$filte12 = _states$current$filte11.rescheduling) !== null && _states$current$filte12 !== void 0 && _states$current$filte12.originalState.hasOwnProperty('relearning')) {
      return true;
    }
  }
  return false;
}
function is_review() {
  var _states$current$norma8, _states$current$filte13, _states$current$filte14;
  if (((_states$current$norma8 = states.current.normal) === null || _states$current$norma8 === void 0 ? void 0 : _states$current$norma8.review) !== undefined) {
    var _states$current$norma9;
    if (((_states$current$norma9 = states.current.normal) === null || _states$current$norma9 === void 0 ? void 0 : _states$current$norma9.review) !== null) {
      return true;
    }
  }
  if (((_states$current$filte13 = states.current.filtered) === null || _states$current$filte13 === void 0 ? void 0 : (_states$current$filte14 = _states$current$filte13.rescheduling) === null || _states$current$filte14 === void 0 ? void 0 : _states$current$filte14.originalState) !== undefined) {
    var _states$current$filte15, _states$current$filte16;
    if ((_states$current$filte15 = states.current.filtered) !== null && _states$current$filte15 !== void 0 && (_states$current$filte16 = _states$current$filte15.rescheduling) !== null && _states$current$filte16 !== void 0 && _states$current$filte16.originalState.hasOwnProperty('review')) {
      return true;
    }
  }
  return false;
}
function is_empty() {
  return !customData.again.d | !customData.again.s | !customData.hard.d | !customData.hard.s | !customData.good.d | !customData.good.s | !customData.easy.d | !customData.easy.s;
}
function set_version() {
  const version = "3.13.2";
  customData.again.v = version;
  customData.hard.v = version;
  customData.good.v = version;
  customData.easy.v = version;
}
function set_fuzz_factor() {
    // Note: Originally copied from seedrandom.js package (https://github.com/davidbau/seedrandom)
    !function(f,a,c){var s,l=256,p="random",d=c.pow(l,6),g=c.pow(2,52),y=2*g,h=l-1;function n(n,t,r){function e(){for(var n=u.g(6),t=d,r=0;n<g;)n=(n+r)*l,t*=l,r=u.g(1);for(;y<=n;)n/=2,t/=2,r>>>=1;return(n+r)/t}var o=[],i=j(function n(t,r){var e,o=[],i=typeof t;if(r&&"object"==i)for(e in t)try{o.push(n(t[e],r-1))}catch(n){}return o.length?o:"string"==i?t:t+"\0"}((t=1==t?{entropy:!0}:t||{}).entropy?[n,S(a)]:null==n?function(){try{var n;return s&&(n=s.randomBytes)?n=n(l):(n=new Uint8Array(l),(f.crypto||f.msCrypto).getRandomValues(n)),S(n)}catch(n){var t=f.navigator,r=t&&t.plugins;return[+new Date,f,r,f.screen,S(a)]}}():n,3),o),u=new m(o);return e.int32=function(){return 0|u.g(4)},e.quick=function(){return u.g(4)/4294967296},e.double=e,j(S(u.S),a),(t.pass||r||function(n,t,r,e){return e&&(e.S&&v(e,u),n.state=function(){return v(u,{})}),r?(c[p]=n,t):n})(e,i,"global"in t?t.global:this==c,t.state)}function m(n){var t,r=n.length,u=this,e=0,o=u.i=u.j=0,i=u.S=[];for(r||(n=[r++]);e<l;)i[e]=e++;for(e=0;e<l;e++)i[e]=i[o=h&o+n[e%r]+(t=i[e])],i[o]=t;(u.g=function(n){for(var t,r=0,e=u.i,o=u.j,i=u.S;n--;)t=i[e=h&e+1],r=r*l+i[h&(i[e]=i[o=h&o+t])+(i[o]=t)];return u.i=e,u.j=o,r})(l)}function v(n,t){return t.i=n.i,t.j=n.j,t.S=n.S.slice(),t}function j(n,t){for(var r,e=n+"",o=0;o<e.length;)t[h&o]=h&(r^=19*t[h&o])+e.charCodeAt(o++);return S(t)}function S(n){return String.fromCharCode.apply(0,n)}if(j(c.random(),a),"object"==typeof module&&module.exports){module.exports=n;try{s=require("crypto")}catch(n){}}else"function"==typeof define&&define.amd?define(function(){return n}):c["seed"+p]=n}("undefined"!=typeof self?self:this,[],Math);
    // MIT License
    // Copyright 2019 David Bau.
    // Permission is hereby granted, free of charge, to any person obtaining a copy
    // of this software and associated documentation files (the "Software"), to deal
    // in the Software without restriction, including without limitation the rights
    // to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
    // copies of the Software, and to permit persons to whom the Software is
    // furnished to do so, subject to the following conditions:
    // The above copyright notice and this permission notice shall be included in all
    // copies or substantial portions of the Software.
    // THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
    // IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
    // FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
    // AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
    // LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
    // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
    // SOFTWARE.
    let seed = !customData.again.seed | !customData.hard.seed | !customData.good.seed | !customData.easy.seed ? document.getElementById("qa").innerText : customData.good.seed;
    const generator = new Math.seedrandom(seed);
    const fuzz_factor = generator();
    seed = Math.round(fuzz_factor * 10000);
    customData.again.seed = (seed + 1) % 10000;
    customData.hard.seed = (seed + 2) % 10000;
    customData.good.seed = (seed + 3) % 10000;
    customData.easy.seed = (seed + 4) % 10000;
    return fuzz_factor;
}