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@datagrok-libraries/ml
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@datagrok-libraries/ml - npm Package Compare versions
Comparing version 0.0.10 to 0.0.12
@@ -0,0 +0,0 @@ { |
@@ -7,7 +7,7 @@ { | ||
| "friendlyName": "Datagrok ML library", | ||
| "version": "0.0.10", | ||
| "version": "0.0.12", | ||
| "description": "Machine learning supporting utilities", | ||
| "dependencies": { | ||
| "datagrok-api": ">=0.95.8", | ||
| "@datagrok-libraries/utils": ">=0.0.13", | ||
| "@datagrok-libraries/utils": ">=0.0.19", | ||
| "cash-dom": "latest", | ||
@@ -14,0 +14,0 @@ "dayjs": "latest", |
| import * as umj from 'umap-js'; | ||
| import { TSNE } from '@keckelt/tsne'; | ||
| import { Options, DistanceMetric, Coordinates, Vectors } from '@datagrok-libraries/utils/src/type-declarations'; | ||
| import { SPEBase, PSPEBase } from './spe'; | ||
| import { SPEBase, PSPEBase, OriginalSPE } from './spe'; | ||
| import { KnownMetrics } from './string-measure'; | ||
@@ -130,2 +130,22 @@ /** | ||
| } | ||
| /** | ||
| * Implements original SPE dimensionality reduction. | ||
| * | ||
| * @class OriginalSPEReducer | ||
| * @extends {Reducer} | ||
| */ | ||
| declare class OriginalSPEReducer extends Reducer { | ||
| protected reducer: OriginalSPE; | ||
| /** | ||
| * Creates an instance of OriginalSPEReducer. | ||
| * @param {Options} options Options to pass to the constructor. | ||
| * @memberof OriginalSPEReducer | ||
| */ | ||
| constructor(options: Options); | ||
| /** | ||
| * Embeds the data given into the two-dimensional space using the original SPE method. | ||
| * @return {Coordinates} Cartesian coordinate of this embedding. | ||
| */ | ||
| transform(): Coordinates; | ||
| } | ||
| declare const AvailableReducers: { | ||
@@ -136,2 +156,3 @@ UMAP: typeof UMAPReducer; | ||
| pSPE: typeof PSPEReducer; | ||
| OriginalSPE: typeof OriginalSPEReducer; | ||
| }; | ||
@@ -179,4 +200,13 @@ export declare type KnownMethods = keyof typeof AvailableReducers; | ||
| static get availableMetrics(): string[]; | ||
| /** | ||
| * Returns metrics by their data type. | ||
| * | ||
| * @readonly | ||
| * @memberof DimensionalityReducer | ||
| */ | ||
| static get metricDataTypes(): { | ||
| [name: string]: string[]; | ||
| }; | ||
| } | ||
| export {}; | ||
| //# sourceMappingURL=reduce-dimensionality.d.ts.map |
| import * as umj from 'umap-js'; | ||
| import { TSNE } from '@keckelt/tsne'; | ||
| import { Vector } from '@datagrok-libraries/utils/src/type-declarations'; | ||
| import { calcDistanceMatrix, transposeMatrix, calculateEuclideanDistance, assert, } from '@datagrok-libraries/utils/src/operations'; | ||
| import { SPEBase, PSPEBase } from './spe'; | ||
| import { StringMeasure, AvailableMetrics } from './string-measure'; | ||
| import { calcDistanceMatrix, transposeMatrix, assert, } from '@datagrok-libraries/utils/src/operations'; | ||
| import { SPEBase, PSPEBase, OriginalSPE } from './spe'; | ||
| import { StringMeasure, MetricDataTypes, AvailableMetrics } from './string-measure'; | ||
| import BitArray from '@datagrok-libraries/utils/src/bit-array'; | ||
| import { similarityMetric } from '@datagrok-libraries/utils/src/similarity-metrics'; | ||
| /** | ||
@@ -158,2 +160,26 @@ * Abstract dimensionality reducer. | ||
| } | ||
| /** | ||
| * Implements original SPE dimensionality reduction. | ||
| * | ||
| * @class OriginalSPEReducer | ||
| * @extends {Reducer} | ||
| */ | ||
| class OriginalSPEReducer extends Reducer { | ||
| /** | ||
| * Creates an instance of OriginalSPEReducer. | ||
| * @param {Options} options Options to pass to the constructor. | ||
| * @memberof OriginalSPEReducer | ||
| */ | ||
| constructor(options) { | ||
| super(options); | ||
| this.reducer = new OriginalSPE(options); | ||
| } | ||
| /** | ||
| * Embeds the data given into the two-dimensional space using the original SPE method. | ||
| * @return {Coordinates} Cartesian coordinate of this embedding. | ||
| */ | ||
| transform() { | ||
| return this.reducer.embed(this.data); | ||
| } | ||
| } | ||
| const AvailableReducers = { | ||
@@ -164,2 +190,3 @@ 'UMAP': UMAPReducer, | ||
| 'pSPE': PSPEReducer, | ||
| 'OriginalSPE': OriginalSPEReducer, | ||
| }; | ||
@@ -181,6 +208,12 @@ /** | ||
| */ | ||
| constructor(data, method, metric, options) { | ||
| constructor(data, method, metric = 'EuclideanDistance', options) { | ||
| var _a; | ||
| const measure = metric ? new StringMeasure(metric).getMeasure() : calculateEuclideanDistance; | ||
| const measure = new StringMeasure(metric).getMeasure(); | ||
| let specOptions = {}; | ||
| if (Object.keys(similarityMetric).includes(metric.toString())) { | ||
| for (let i = 0; i < data.length; ++i) { | ||
| data[i] = new BitArray(data[i]._data, data[i]._length); | ||
| } | ||
| } | ||
| assert(MetricDataTypes[data[0].constructor.name].includes(metric.toString()), 'Data type of the data is incompatible with the metric given.'); | ||
| if (method == 'UMAP') { | ||
@@ -236,3 +269,12 @@ specOptions = Object.assign(Object.assign(Object.assign({ data: data }, { distanceFn: measure }), { nEpochs: options === null || options === void 0 ? void 0 : options.cycles }), options); | ||
| } | ||
| /** | ||
| * Returns metrics by their data type. | ||
| * | ||
| * @readonly | ||
| * @memberof DimensionalityReducer | ||
| */ | ||
| static get metricDataTypes() { | ||
| return MetricDataTypes; | ||
| } | ||
| } | ||
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* as umj from 'umap-js';\nimport {TSNE} from '@keckelt/tsne';\n\nimport {Options, DistanceMetric, Coordinates, Vector, Vectors} from '@datagrok-libraries/utils/src/type-declarations';\nimport {\n  calcDistanceMatrix,\n  transposeMatrix,\n  calculateEuclideanDistance,\n  assert,\n} from '@datagrok-libraries/utils/src/operations';\nimport {SPEBase, PSPEBase} from './spe';\nimport {StringMeasure, AvailableMetrics, KnownMetrics} from './string-measure';\n\n/**\n * Abstract dimensionality reducer.\n *\n * @abstract\n * @class Reducer\n */\nabstract class Reducer {\n  protected data: Vectors;\n\n  /**\n   * Creates an instance of Reducer.\n   * @param {Options} options Options to pass to the constructor.\n   * @memberof Reducer\n   */\n  constructor(options: Options) {\n    this.data = options.data;\n  }\n\n  /**\n   * Is to embed the data given into the two-dimensional space.\n   *\n   * @abstract\n   * @return {Coordinates} Cartesian coordinate of this embedding.\n   * @memberof Reducer\n   */\n  abstract transform(): Coordinates;\n}\n\n/**\n * Implements t-SNE dimensionality reduction.\n *\n * @class TSNEReducer\n * @extends {Reducer}\n */\nclass TSNEReducer extends Reducer {\n  protected reducer: TSNE;\n  protected iterations: number;\n  protected distance: DistanceMetric;\n\n  /**\n   * Creates an instance of TSNEReducer.\n   * @param {Options} options Options to pass to the constructor.\n   * @memberof TSNEReducer\n   */\n  constructor(options: Options) {\n    super(options);\n    this.reducer = new TSNE(options);\n    this.iterations = options?.iterations ?? 100;\n    this.distance = options.distance;\n  }\n\n  /**\n   * Embeds the data given into the two-dimensional space using t-SNE method.\n   * @return {Coordinates} Cartesian coordinate of this embedding.\n   */\n  public transform(): Coordinates {\n    this.reducer.initDataDist(calcDistanceMatrix(this.data, this.distance));\n\n    for (let i = 0; i < this.iterations; ++i) {\n      this.reducer.step(); // every time you call this, solution gets better\n    }\n    return this.reducer.getSolution();\n  }\n}\n\n/**\n * Implements UMAP dimensionality reduction.\n *\n * @class UMAPReducer\n * @extends {Reducer}\n */\nclass UMAPReducer extends Reducer {\n  protected reducer: umj.UMAP;\n  protected distanceFn: Function;\n  protected vectors: number[][];\n\n  /**\n   * Creates an instance of UMAPReducer.\n   * @param {Options} options Options to pass to the constructor.\n   * @memberof UMAPReducer\n   */\n  constructor(options: Options) {\n    super(options);\n\n    assert('distanceFn' in options);\n\n    this.distanceFn = options.distanceFn;\n    this.vectors = [];\n    options.distanceFn = this._encodedDistance.bind(this);\n    this.reducer = new umj.UMAP(options);\n  }\n\n  /**\n   * Custom distance wrapper to have numeric inputs instead of string ones.\n   *\n   * @protected\n   * @param {number[]} a The first item.\n   * @param {number[]} b The first item.\n   * @return {number} Distance metric.\n   * @memberof UMAPReducer\n   */\n  protected _encodedDistance(a: number[], b: number[]): number {\n    return this.distanceFn(this.data[a[0]], this.data[b[0]]);\n  }\n\n  /**\n   * Encodes the input data as a vector of indices.\n   *\n   * @protected\n   * @memberof UMAPReducer\n   */\n  protected _encode() {\n    for (let i = 0; i < this.data.length; ++i) {\n      this.vectors.push([i]);\n    }\n  }\n\n  /**\n   * Embeds the data given into the two-dimensional space using UMAP method.\n   * @return {Coordinates} Cartesian coordinate of this embedding.\n   */\n  public transform(): Coordinates {\n    this._encode();\n\n    const embedding = this.reducer.fit(this.vectors);\n\n    function arrayCast2Coordinates(data: number[][]): Coordinates {\n      return new Array(data.length).fill(0).map((_, i) => (Vector.from(data[i])));\n    }\n\n    return arrayCast2Coordinates(embedding);\n  }\n}\n\n/**\n * Implements original SPE dimensionality reduction.\n *\n * @class SPEReducer\n * @extends {Reducer}\n */\nclass SPEReducer extends Reducer {\n  protected reducer: SPEBase;\n\n  /**\n   * Creates an instance of SPEReducer.\n   * @param {Options} options Options to pass to the constructor.\n   * @memberof SPEReducer\n   */\n  constructor(options: Options) {\n    super(options);\n    this.reducer = new SPEBase(options);\n  }\n\n  /**\n   * Embeds the data given into the two-dimensional space using the original SPE method.\n   * @return {Coordinates} Cartesian coordinate of this embedding.\n   */\n  public transform(): Coordinates {\n    return this.reducer.embed(this.data);\n  }\n}\n\n/**\n * Implements modified SPE dimensionality reduction.\n *\n * @class PSPEReducer\n * @extends {Reducer}\n */\nclass PSPEReducer extends Reducer {\n  protected reducer: PSPEBase;\n\n  /**\n   * Creates an instance of PSPEReducer.\n   * @param {Options} options Options to pass to the constructor.\n   * @memberof PSPEReducer\n   */\n  constructor(options: Options) {\n    super(options);\n    this.reducer = new PSPEBase(options);\n  }\n\n  /**\n   * Embeds the data given into the two-dimensional space using the modified SPE method.\n   * @return {Coordinates} Cartesian coordinate of this embedding.\n   */\n  public transform(): Coordinates {\n    return this.reducer.embed(this.data);\n  }\n}\n\nconst AvailableReducers = {\n  'UMAP': UMAPReducer,\n  't-SNE': TSNEReducer,\n  'SPE': SPEReducer,\n  'pSPE': PSPEReducer,\n};\n\nexport type KnownMethods = keyof typeof AvailableReducers;\n\n/**\n * Unified class implementing different dimensionality reduction methods.\n *\n * @export\n * @class DimensionalityReducer\n */\nexport class DimensionalityReducer {\n  private reducer: Reducer | undefined;\n\n  /**\n   * Creates an instance of DimensionalityReducer.\n   * @param {any[]} data Vectors to embed.\n   * @param {KnownMethods} method Embedding method to be applied\n   * @param {KnownMetrics?} metric Distance metric to be computed between each of the vectors.\n   * @param {Options} [options] Options to pass to the implementing embedders.\n   * @memberof DimensionalityReducer\n   */\n  constructor(data: any[], method: KnownMethods, metric?: KnownMetrics, options?: Options) {\n    const measure = metric ? new StringMeasure(metric).getMeasure() : calculateEuclideanDistance;\n    let specOptions = {};\n\n    if (method == 'UMAP') {\n      specOptions = {\n        ...{data: data},\n        ...{distanceFn: measure},\n        ...{nEpochs: options?.cycles},\n        ...options,\n      };\n    } else if (method == 't-SNE') {\n      specOptions = {\n        ...{data: data},\n        ...{distance: measure},\n        ...{iterations: options?.cycles ?? undefined},\n        ...options,\n      };\n    } else if (method == 'SPE') {\n      specOptions = {...{data: data}, ...{distance: measure}, ...options};\n    } else {\n      specOptions = {...{data: data}, ...{distance: measure}, ...options};\n    }\n    this.reducer = new AvailableReducers[method](specOptions);\n  }\n\n  /**\n   * Embeds the data given into the two-dimensional space using the chosen method.\n   *\n   * @param {boolean} transpose Whether to transform coordinates to have columns-first orientation.\n   * @throws {Error} If the embedding method was not found.\n   * @return {Coordinates} Cartesian coordinate of this embedding.\n   * @memberof DimensionalityReducer\n   */\n  public transform(transpose: boolean = false): Coordinates {\n    if (this.reducer == undefined) {\n      throw new Error('Reducer was not defined.');\n    }\n    let embedding = this.reducer.transform();\n\n    if (transpose) {\n      embedding = transposeMatrix(embedding);\n    }\n    return embedding;\n  }\n\n  /**\n   * Returns dimensionality reduction methods available.\n   *\n   * @readonly\n   * @memberof DimensionalityReducer\n   */\n  static get availableMethods() {\n    return Object.keys(AvailableReducers);\n  }\n\n  /**\n   * Returns metrics available.\n   *\n   * @readonly\n   * @memberof DimensionalityReducer\n   */\n  static get availableMetrics() {\n    return Object.keys(AvailableMetrics);\n  }\n}\n"]} | ||
| //# 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* as umj from 'umap-js';\r\nimport {TSNE} from '@keckelt/tsne';\r\n\r\nimport {Options, DistanceMetric, Coordinates, Vector, Vectors} from '@datagrok-libraries/utils/src/type-declarations';\r\nimport {\r\n  calcDistanceMatrix,\r\n  transposeMatrix,\r\n  assert,\r\n} from '@datagrok-libraries/utils/src/operations';\r\nimport {SPEBase, PSPEBase, OriginalSPE} from './spe';\r\nimport {StringMeasure, KnownMetrics, MetricDataTypes, AvailableMetrics} from './string-measure';\r\nimport BitArray from '@datagrok-libraries/utils/src/bit-array';\r\nimport {similarityMetric} from '@datagrok-libraries/utils/src/similarity-metrics';\r\n\r\n/**\r\n * Abstract dimensionality reducer.\r\n *\r\n * @abstract\r\n * @class Reducer\r\n */\r\nabstract class Reducer {\r\n  protected data: Vectors;\r\n\r\n  /**\r\n   * Creates an instance of Reducer.\r\n   * @param {Options} options Options to pass to the constructor.\r\n   * @memberof Reducer\r\n   */\r\n  constructor(options: Options) {\r\n    this.data = options.data;\r\n  }\r\n\r\n  /**\r\n   * Is to embed the data given into the two-dimensional space.\r\n   *\r\n   * @abstract\r\n   * @return {Coordinates} Cartesian coordinate of this embedding.\r\n   * @memberof Reducer\r\n   */\r\n  abstract transform(): Coordinates;\r\n}\r\n\r\n/**\r\n * Implements t-SNE dimensionality reduction.\r\n *\r\n * @class TSNEReducer\r\n * @extends {Reducer}\r\n */\r\nclass TSNEReducer extends Reducer {\r\n  protected reducer: TSNE;\r\n  protected iterations: number;\r\n  protected distance: DistanceMetric;\r\n\r\n  /**\r\n   * Creates an instance of TSNEReducer.\r\n   * @param {Options} options Options to pass to the constructor.\r\n   * @memberof TSNEReducer\r\n   */\r\n  constructor(options: Options) {\r\n    super(options);\r\n    this.reducer = new TSNE(options);\r\n    this.iterations = options?.iterations ?? 100;\r\n    this.distance = options.distance;\r\n  }\r\n\r\n  /**\r\n   * Embeds the data given into the two-dimensional space using t-SNE method.\r\n   * @return {Coordinates} Cartesian coordinate of this embedding.\r\n   */\r\n  public transform(): Coordinates {\r\n    this.reducer.initDataDist(calcDistanceMatrix(this.data, this.distance));\r\n\r\n    for (let i = 0; i < this.iterations; ++i) {\r\n      this.reducer.step(); // every time you call this, solution gets better\r\n    }\r\n    return this.reducer.getSolution();\r\n  }\r\n}\r\n\r\n/**\r\n * Implements UMAP dimensionality reduction.\r\n *\r\n * @class UMAPReducer\r\n * @extends {Reducer}\r\n */\r\nclass UMAPReducer extends Reducer {\r\n  protected reducer: umj.UMAP;\r\n  protected distanceFn: Function;\r\n  protected vectors: number[][];\r\n\r\n  /**\r\n   * Creates an instance of UMAPReducer.\r\n   * @param {Options} options Options to pass to the constructor.\r\n   * @memberof UMAPReducer\r\n   */\r\n  constructor(options: Options) {\r\n    super(options);\r\n\r\n    assert('distanceFn' in options);\r\n\r\n    this.distanceFn = options.distanceFn;\r\n    this.vectors = [];\r\n    options.distanceFn = this._encodedDistance.bind(this);\r\n    this.reducer = new umj.UMAP(options);\r\n  }\r\n\r\n  /**\r\n   * Custom distance wrapper to have numeric inputs instead of string ones.\r\n   *\r\n   * @protected\r\n   * @param {number[]} a The first item.\r\n   * @param {number[]} b The first item.\r\n   * @return {number} Distance metric.\r\n   * @memberof UMAPReducer\r\n   */\r\n  protected _encodedDistance(a: number[], b: number[]): number {\r\n    return this.distanceFn(this.data[a[0]], this.data[b[0]]);\r\n  }\r\n\r\n  /**\r\n   * Encodes the input data as a vector of indices.\r\n   *\r\n   * @protected\r\n   * @memberof UMAPReducer\r\n   */\r\n  protected _encode() {\r\n    for (let i = 0; i < this.data.length; ++i) {\r\n      this.vectors.push([i]);\r\n    }\r\n  }\r\n\r\n  /**\r\n   * Embeds the data given into the two-dimensional space using UMAP method.\r\n   * @return {Coordinates} Cartesian coordinate of this embedding.\r\n   */\r\n  public transform(): Coordinates {\r\n    this._encode();\r\n\r\n    const embedding = this.reducer.fit(this.vectors);\r\n\r\n    function arrayCast2Coordinates(data: number[][]): Coordinates {\r\n      return new Array(data.length).fill(0).map((_, i) => (Vector.from(data[i])));\r\n    }\r\n\r\n    return arrayCast2Coordinates(embedding);\r\n  }\r\n}\r\n\r\n/**\r\n * Implements original SPE dimensionality reduction.\r\n *\r\n * @class SPEReducer\r\n * @extends {Reducer}\r\n */\r\nclass SPEReducer extends Reducer {\r\n  protected reducer: SPEBase;\r\n\r\n  /**\r\n   * Creates an instance of SPEReducer.\r\n   * @param {Options} options Options to pass to the constructor.\r\n   * @memberof SPEReducer\r\n   */\r\n  constructor(options: Options) {\r\n    super(options);\r\n    this.reducer = new SPEBase(options);\r\n  }\r\n\r\n  /**\r\n   * Embeds the data given into the two-dimensional space using the original SPE method.\r\n   * @return {Coordinates} Cartesian coordinate of this embedding.\r\n   */\r\n  public transform(): Coordinates {\r\n    return this.reducer.embed(this.data);\r\n  }\r\n}\r\n\r\n/**\r\n * Implements modified SPE dimensionality reduction.\r\n *\r\n * @class PSPEReducer\r\n * @extends {Reducer}\r\n */\r\nclass PSPEReducer extends Reducer {\r\n  protected reducer: PSPEBase;\r\n\r\n  /**\r\n   * Creates an instance of PSPEReducer.\r\n   * @param {Options} options Options to pass to the constructor.\r\n   * @memberof PSPEReducer\r\n   */\r\n  constructor(options: Options) {\r\n    super(options);\r\n    this.reducer = new PSPEBase(options);\r\n  }\r\n\r\n  /**\r\n   * Embeds the data given into the two-dimensional space using the modified SPE method.\r\n   * @return {Coordinates} Cartesian coordinate of this embedding.\r\n   */\r\n  public transform(): Coordinates {\r\n    return this.reducer.embed(this.data);\r\n  }\r\n}\r\n\r\n/**\r\n * Implements original SPE dimensionality reduction.\r\n *\r\n * @class OriginalSPEReducer\r\n * @extends {Reducer}\r\n */\r\nclass OriginalSPEReducer extends Reducer {\r\n  protected reducer: OriginalSPE;\r\n\r\n  /**\r\n   * Creates an instance of OriginalSPEReducer.\r\n   * @param {Options} options Options to pass to the constructor.\r\n   * @memberof OriginalSPEReducer\r\n   */\r\n  constructor(options: Options) {\r\n    super(options);\r\n    this.reducer = new OriginalSPE(options);\r\n  }\r\n\r\n  /**\r\n   * Embeds the data given into the two-dimensional space using the original SPE method.\r\n   * @return {Coordinates} Cartesian coordinate of this embedding.\r\n   */\r\n  public transform(): Coordinates {\r\n    return this.reducer.embed(this.data);\r\n  }\r\n}\r\n\r\nconst AvailableReducers = {\r\n  'UMAP': UMAPReducer,\r\n  't-SNE': TSNEReducer,\r\n  'SPE': SPEReducer,\r\n  'pSPE': PSPEReducer,\r\n  'OriginalSPE': OriginalSPEReducer,\r\n};\r\n\r\nexport type KnownMethods = keyof typeof AvailableReducers;\r\n\r\n/**\r\n * Unified class implementing different dimensionality reduction methods.\r\n *\r\n * @export\r\n * @class DimensionalityReducer\r\n */\r\nexport class DimensionalityReducer {\r\n  private reducer: Reducer | undefined;\r\n\r\n  /**\r\n   * Creates an instance of DimensionalityReducer.\r\n   * @param {any[]} data Vectors to embed.\r\n   * @param {KnownMethods} method Embedding method to be applied\r\n   * @param {KnownMetrics?} metric Distance metric to be computed between each of the vectors.\r\n   * @param {Options} [options] Options to pass to the implementing embedders.\r\n   * @memberof DimensionalityReducer\r\n   */\r\n  constructor(data: any[], method: KnownMethods, metric: KnownMetrics = 'EuclideanDistance', options?: Options) {\r\n    const measure = new StringMeasure(metric).getMeasure();\r\n    let specOptions = {};\r\n\r\n    if (Object.keys(similarityMetric).includes(metric.toString())) {\r\n      for (let i = 0; i < data.length; ++i) {\r\n        data[i] = new BitArray(data[i]._data, data[i]._length);\r\n      }\r\n    }\r\n\r\n    assert(MetricDataTypes[data[0].constructor.name].includes(metric.toString()),\r\n      'Data type of the data is incompatible with the metric given.');\r\n\r\n    if (method == 'UMAP') {\r\n      specOptions = {\r\n        ...{data: data},\r\n        ...{distanceFn: measure},\r\n        ...{nEpochs: options?.cycles},\r\n        ...options,\r\n      };\r\n    } else if (method == 't-SNE') {\r\n      specOptions = {\r\n        ...{data: data},\r\n        ...{distance: measure},\r\n        ...{iterations: options?.cycles ?? undefined},\r\n        ...options,\r\n      };\r\n    } else if (method == 'SPE') {\r\n      specOptions = {...{data: data}, ...{distance: measure}, ...options};\r\n    } else {\r\n      specOptions = {...{data: data}, ...{distance: measure}, ...options};\r\n    }\r\n    this.reducer = new AvailableReducers[method](specOptions);\r\n  }\r\n\r\n  /**\r\n   * Embeds the data given into the two-dimensional space using the chosen method.\r\n   *\r\n   * @param {boolean} transpose Whether to transform coordinates to have columns-first orientation.\r\n   * @throws {Error} If the embedding method was not found.\r\n   * @return {Coordinates} Cartesian coordinate of this embedding.\r\n   * @memberof DimensionalityReducer\r\n   */\r\n  public transform(transpose: boolean = false): Coordinates {\r\n    if (this.reducer == undefined) {\r\n      throw new Error('Reducer was not defined.');\r\n    }\r\n    let embedding = this.reducer.transform();\r\n\r\n    if (transpose) {\r\n      embedding = transposeMatrix(embedding);\r\n    }\r\n    return embedding;\r\n  }\r\n\r\n  /**\r\n   * Returns dimensionality reduction methods available.\r\n   *\r\n   * @readonly\r\n   * @memberof DimensionalityReducer\r\n   */\r\n  static get availableMethods() {\r\n    return Object.keys(AvailableReducers);\r\n  }\r\n\r\n  /**\r\n   * Returns metrics available.\r\n   *\r\n   * @readonly\r\n   * @memberof DimensionalityReducer\r\n   */\r\n  static get availableMetrics() {\r\n    return Object.keys(AvailableMetrics);\r\n  }\r\n\r\n  /**\r\n   * Returns metrics by their data type.\r\n   *\r\n   * @readonly\r\n   * @memberof DimensionalityReducer\r\n   */\r\n   static get metricDataTypes() {\r\n    return MetricDataTypes;\r\n  }\r\n}\r\n"]} |
@@ -68,2 +68,22 @@ import { Options, Coordinates, Vectors, DistanceMetric } from '@datagrok-libraries/utils/src/type-declarations'; | ||
| } | ||
| /** | ||
| * Implements modified stochastic proximity embedding. | ||
| * | ||
| * @export | ||
| * @class OriginalSPE | ||
| * @link doi:10.1002/jcc.10234 | ||
| */ | ||
| export declare class OriginalSPE extends SPEBase { | ||
| /** | ||
| * Embeds the vectors given into a two-dimensional space using a modified update rule. | ||
| * | ||
| * @param {Vectors} vectors D-dimensional coordinates. | ||
| * @return {Coordinates} SPE coordinates in D space. | ||
| */ | ||
| protected radiusPercent: number; | ||
| protected maxDistance: number; | ||
| protected maxDistanceSteps: number; | ||
| constructor(options?: Options); | ||
| embed(vectors: Vectors): Coordinates; | ||
| } | ||
| //# sourceMappingURL=spe.d.ts.map |
@@ -151,2 +151,73 @@ import { calculateEuclideanDistance, calcDistanceMatrix, fillRandomMatrix, vectorAdd, randomInt, } from '@datagrok-libraries/utils/src/operations'; | ||
| } | ||
| //# 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{Options, Coordinates, Vectors, DistanceMetric} from '@datagrok-libraries/utils/src/type-declarations';\nimport {\n  calculateEuclideanDistance,\n  calcDistanceMatrix,\n  fillRandomMatrix,\n  vectorAdd,\n  randomInt,\n} from '@datagrok-libraries/utils/src/operations';\n\n/**\n * Implements stochastic proximity embedding.\n *\n * @export\n * @class SPEBase\n * @link doi:10.1016/S1093-3263(03)00155-4\n */\nexport class SPEBase {\n  protected static dimension = 2;\n  protected steps: number;\n  protected cycles: number;\n  protected cutoff: number;\n  protected lambda: number;\n  protected dlambda: number;\n  protected lambda2: number;\n  protected dlambda2: number;\n  protected epsilon: number;\n  protected distanceFunction: DistanceMetric;\n  protected distance: Coordinates;\n\n  /**\n   * Creates an instance of SPEBase.\n   * @param {Options} [options] Options to pass to the constructor.\n   * @memberof SPEBase\n   */\n  constructor(options?: Options) {\n    this.steps = options?.steps ?? 0;\n    this.cycles = options?.cycles ?? 1e6;\n    // Select a cutoff distance {cutoff} and ...\n    this.cutoff = options?.cutoff ?? 0;\n    // ... an initial learning rate {lambda} > 0\n    this.lambda = options?.lambda ?? 2.0;\n    this.dlambda = options?.dlambda ?? 0.01;\n    this.lambda2 = this.lambda/2.;\n    this.dlambda2 = this.dlambda/2.;\n    this.epsilon = options?.epsilon ?? 1e-10;\n    // eslint-disable-next-line brace-style\n    this.distanceFunction = options?.distance ?? calculateEuclideanDistance;\n    this.distance = [];\n  }\n\n  /**\n   * Initializes distance matrix.\n   *\n   * @protected\n   * @param {Vectors} vectors Input vectors to calculate distance between.\n   * @memberof SPEBase\n   */\n  protected initDistance(vectors: Vectors) {\n    this.distance = calcDistanceMatrix(vectors, this.distanceFunction);\n  }\n\n  /**\n   * Calculates distance between the two vectors given.\n   *\n   * @param {Vectors} vectors Set of vectors to calculate distances between.\n   * @param {number} index1 Index of the first vector of the pair.\n   * @param {number} index2 Index of the second vector of the pair.\n   * @return {number} Distance between these two vectors.\n   */\n  protected calcDistance(vectors: Vectors, index1: number, index2: number): number {\n    return this.distance[index1][index2];\n  }\n\n  /**\n   * Embeds the vectors given into a two-dimensional space.\n   *\n   * @param {Vectors} vectors D-dimensional coordinates.\n   * @return {Coordinates} SPE coordinates in D space.\n   */\n  public embed(vectors: Vectors): Coordinates {\n    const nItems = vectors.length;\n    const areaWidth = 40;\n    // Initialize the D-dimensional coordinates of the N points.\n    const coordinates = fillRandomMatrix(nItems, SPEBase.dimension, areaWidth);\n\n    let lambda2 = this.lambda2;\n\n    if (this.steps == 0) {\n      this.steps = vectors.length-1;\n    }\n\n    this.initDistance(vectors);\n\n    for (let cycle = 0; cycle < this.cycles; ++cycle) {\n      for (let step = 0; step < this.steps; ++step) {\n        // Select two points, i and j, at random, ...\n        const i = randomInt(nItems); let j = randomInt(nItems);\n        while (i == j) j = randomInt(nItems);\n\n        const rowi = coordinates[i]; const rowj = coordinates[j];\n\n        // ... retrieve (or evaluate) their proximity in the input space, rij and ...\n        const r = this.calcDistance(vectors, i, j);\n        // ... compute their Euclidean distance on the D-dimensional map, dij.\n        const d = calculateEuclideanDistance(rowi, rowj);\n\n        // If rij <= rc, or if rij > rc and dij < rij ...\n        if ((this.cutoff == 0) || (r <= this.cutoff) || (d < r)) {\n          const multiplier = lambda2*(r-d)/(d+this.epsilon);\n          // ... update the coordinates xi and xj.\n          const diffIJ = vectorAdd(rowi, rowj, -1);\n          coordinates[i] = vectorAdd(rowi, diffIJ, multiplier);\n          coordinates[j] = vectorAdd(rowj, diffIJ, -multiplier);\n        }\n      }\n      // Decrease the learning rate {lambda} by a prescribed {dlambda}.\n      lambda2 -= this.dlambda2;\n      if (lambda2 <= 0.) {\n        break;\n      }\n    }\n    return coordinates;\n  }\n}\n\n/**\n * Implements modified stochastic proximity embedding.\n *\n * @export\n * @class PSPEBase\n * @link doi:10.1016/S1093-3263(03)00155-4\n */\nexport class PSPEBase extends SPEBase {\n  /**\n   * Embeds the vectors given into a two-dimensional space using a modified update rule.\n   *\n   * @param {Vectors} vectors D-dimensional coordinates.\n   * @return {Coordinates} SPE coordinates in D space.\n   */\n  public embed(vectors: Vectors): Coordinates {\n    const nItems = vectors.length;\n    const areaWidth = 40;\n    //  Initialize the D-dimensional coordinates of the N points.\n    const coordinates = fillRandomMatrix(nItems, PSPEBase.dimension, areaWidth);\n    let lambda = this.lambda;\n\n    this.initDistance(vectors);\n\n    for (let cycle = 0; cycle < this.cycles; ++cycle) {\n      // Select a point, i, at random (pivot).\n      const i: number = randomInt(nItems);\n      const rowi = coordinates[i];\n\n      // For every point j != i ...\n      for (let j = 0; j < nItems; ++j) {\n        if (i == j) continue;\n        const rowj = coordinates[j];\n        // ... retrieve (or evaluate) its proximity to i in the input space, rij ...\n        const r = this.calcDistance(vectors, i, j);\n        // ... and compute their Euclidean distance on the D-dimensional map, dij.\n        const d = calculateEuclideanDistance(rowi, rowj);\n        // If rij <= rc, or if rij > rc and dij < rij ...\n        if ((this.cutoff == 0) || (r <= this.cutoff) || (d < r)) {\n          const multiplier = lambda*(r-d)/(d+this.epsilon);\n          const diffIJ = vectorAdd(rowi, rowj, -1);\n          // ... update the coordinates xj.\n          coordinates[j] = vectorAdd(rowj, diffIJ, -multiplier);\n        }\n      }\n      // Decrease the learning rate {lambda} by a prescribed {dlambda}.\n      lambda -= this.dlambda;\n      if (lambda <= 0.) {\n        break;\n      }\n    }\n    return coordinates;\n  }\n}\n"]} | ||
| /** | ||
| * Implements modified stochastic proximity embedding. | ||
| * | ||
| * @export | ||
| * @class OriginalSPE | ||
| * @link doi:10.1002/jcc.10234 | ||
| */ | ||
| export class OriginalSPE extends SPEBase { | ||
| constructor(options) { | ||
| var _a, _b, _c, _d, _e; | ||
| super(options); | ||
| this.cycles = (_a = options === null || options === void 0 ? void 0 : options.cycles) !== null && _a !== void 0 ? _a : 1e3; | ||
| this.steps = (_b = options === null || options === void 0 ? void 0 : options.steps) !== null && _b !== void 0 ? _b : 100000; | ||
| this.radiusPercent = (_c = options === null || options === void 0 ? void 0 : options.radiusPercent) !== null && _c !== void 0 ? _c : 1.0; | ||
| this.maxDistance = (_d = options === null || options === void 0 ? void 0 : options.maxDistance) !== null && _d !== void 0 ? _d : null; | ||
| this.maxDistanceSteps = (_e = options === null || options === void 0 ? void 0 : options.maxDistanceSteps) !== null && _e !== void 0 ? _e : null; | ||
| } | ||
| embed(vectors) { | ||
| const nItems = vectors.length; | ||
| const areaWidth = 40; | ||
| // Initialize the D-dimensional coordinates of the N points. | ||
| const coordinates = fillRandomMatrix(nItems, OriginalSPE.dimension, areaWidth); | ||
| this.initDistance(vectors); | ||
| if (this.maxDistanceSteps == null) { | ||
| this.maxDistanceSteps = nItems * Math.floor((nItems - 1) / 2); | ||
| } | ||
| if (this.maxDistance == null) { | ||
| this.maxDistance = -1e37; | ||
| for (let n = 0; n < this.maxDistanceSteps; n++) { | ||
| const i = randomInt(nItems); | ||
| let j = randomInt(nItems); | ||
| while (i == j) | ||
| j = randomInt(nItems); | ||
| const d = this.calcDistance(vectors, i, j); | ||
| if (d > this.maxDistance) { | ||
| this.maxDistance = d; | ||
| } | ||
| } | ||
| } | ||
| let lambda = this.lambda; | ||
| const radius = (this.radiusPercent == 0.0) ? this.maxDistance : this.maxDistance * this.radiusPercent; | ||
| for (let cycle = 0; cycle < this.cycles; ++cycle) { | ||
| for (let step = 0; step < this.steps; ++step) { | ||
| // Select two points, i and j, at random, ... | ||
| const i = randomInt(nItems); | ||
| let j = randomInt(nItems); | ||
| while (i == j) | ||
| j = randomInt(nItems); | ||
| const rowi = coordinates[i]; | ||
| const rowj = coordinates[j]; | ||
| // ... retrieve (or evaluate) their proximity in the input space, rij and ... | ||
| const r = this.calcDistance(vectors, i, j); | ||
| // ... compute their Euclidean distance on the D-dimensional map, dij. | ||
| const d = calculateEuclideanDistance(rowi, rowj); | ||
| if ((r <= radius) || (d < r)) { | ||
| const multiplier = lambda * 0.5 * (r - d) / (d + this.epsilon); | ||
| // ... update the coordinates xi and xj. | ||
| const diffIJ = vectorAdd(rowi, rowj, -1); | ||
| coordinates[i] = vectorAdd(rowi, diffIJ, multiplier); | ||
| coordinates[j] = vectorAdd(rowj, diffIJ, -multiplier); | ||
| } | ||
| } | ||
| lambda -= ((this.lambda - this.dlambda) / (this.cycles - 1.0)); | ||
| ; | ||
| if (lambda < this.dlambda) { | ||
| break; | ||
| } | ||
| } | ||
| return coordinates; | ||
| } | ||
| } | ||
| //# 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{Options, Coordinates, Vectors, DistanceMetric} from '@datagrok-libraries/utils/src/type-declarations';\r\nimport {\r\n  calculateEuclideanDistance,\r\n  calcDistanceMatrix,\r\n  fillRandomMatrix,\r\n  vectorAdd,\r\n  randomInt,\r\n} from '@datagrok-libraries/utils/src/operations';\r\n\r\n/**\r\n * Implements stochastic proximity embedding.\r\n *\r\n * @export\r\n * @class SPEBase\r\n * @link doi:10.1016/S1093-3263(03)00155-4\r\n */\r\nexport class SPEBase {\r\n  protected static dimension = 2;\r\n  protected steps: number;\r\n  protected cycles: number;\r\n  protected cutoff: number;\r\n  protected lambda: number;\r\n  protected dlambda: number;\r\n  protected lambda2: number;\r\n  protected dlambda2: number;\r\n  protected epsilon: number;\r\n  protected distanceFunction: DistanceMetric;\r\n  protected distance: Coordinates;\r\n\r\n  /**\r\n   * Creates an instance of SPEBase.\r\n   * @param {Options} [options] Options to pass to the constructor.\r\n   * @memberof SPEBase\r\n   */\r\n  constructor(options?: Options) {\r\n    this.steps = options?.steps ?? 0;\r\n    this.cycles = options?.cycles ?? 1e6;\r\n    // Select a cutoff distance {cutoff} and ...\r\n    this.cutoff = options?.cutoff ?? 0;\r\n    // ... an initial learning rate {lambda} > 0\r\n    this.lambda = options?.lambda ?? 2.0;\r\n    this.dlambda = options?.dlambda ?? 0.01;\r\n    this.lambda2 = this.lambda/2.;\r\n    this.dlambda2 = this.dlambda/2.;\r\n    this.epsilon = options?.epsilon ?? 1e-10;\r\n    // eslint-disable-next-line brace-style\r\n    this.distanceFunction = options?.distance ?? calculateEuclideanDistance;\r\n    this.distance = [];\r\n  }\r\n\r\n  /**\r\n   * Initializes distance matrix.\r\n   *\r\n   * @protected\r\n   * @param {Vectors} vectors Input vectors to calculate distance between.\r\n   * @memberof SPEBase\r\n   */\r\n  protected initDistance(vectors: Vectors) {\r\n    this.distance = calcDistanceMatrix(vectors, this.distanceFunction);\r\n  }\r\n\r\n  /**\r\n   * Calculates distance between the two vectors given.\r\n   *\r\n   * @param {Vectors} vectors Set of vectors to calculate distances between.\r\n   * @param {number} index1 Index of the first vector of the pair.\r\n   * @param {number} index2 Index of the second vector of the pair.\r\n   * @return {number} Distance between these two vectors.\r\n   */\r\n  protected calcDistance(vectors: Vectors, index1: number, index2: number): number {\r\n    return this.distance[index1][index2];\r\n  }\r\n\r\n  /**\r\n   * Embeds the vectors given into a two-dimensional space.\r\n   *\r\n   * @param {Vectors} vectors D-dimensional coordinates.\r\n   * @return {Coordinates} SPE coordinates in D space.\r\n   */\r\n  public embed(vectors: Vectors): Coordinates {\r\n    const nItems = vectors.length;\r\n    const areaWidth = 40;\r\n    // Initialize the D-dimensional coordinates of the N points.\r\n    const coordinates = fillRandomMatrix(nItems, SPEBase.dimension, areaWidth);\r\n\r\n    let lambda2 = this.lambda2;\r\n\r\n    if (this.steps == 0) {\r\n      this.steps = vectors.length-1;\r\n    }\r\n\r\n    this.initDistance(vectors);\r\n\r\n    for (let cycle = 0; cycle < this.cycles; ++cycle) {\r\n      for (let step = 0; step < this.steps; ++step) {\r\n        // Select two points, i and j, at random, ...\r\n        const i = randomInt(nItems); let j = randomInt(nItems);\r\n        while (i == j) j = randomInt(nItems);\r\n\r\n        const rowi = coordinates[i]; const rowj = coordinates[j];\r\n\r\n        // ... retrieve (or evaluate) their proximity in the input space, rij and ...\r\n        const r = this.calcDistance(vectors, i, j);\r\n        // ... compute their Euclidean distance on the D-dimensional map, dij.\r\n        const d = calculateEuclideanDistance(rowi, rowj);\r\n\r\n        // If rij <= rc, or if rij > rc and dij < rij ...\r\n        if ((this.cutoff == 0) || (r <= this.cutoff) || (d < r)) {\r\n          const multiplier = lambda2*(r-d)/(d+this.epsilon);\r\n          // ... update the coordinates xi and xj.\r\n          const diffIJ = vectorAdd(rowi, rowj, -1);\r\n          coordinates[i] = vectorAdd(rowi, diffIJ, multiplier);\r\n          coordinates[j] = vectorAdd(rowj, diffIJ, -multiplier);\r\n        }\r\n      }\r\n      // Decrease the learning rate {lambda} by a prescribed {dlambda}.\r\n      lambda2 -= this.dlambda2;\r\n      if (lambda2 <= 0.) {\r\n        break;\r\n      }\r\n    }\r\n    return coordinates;\r\n  }\r\n}\r\n\r\n/**\r\n * Implements modified stochastic proximity embedding.\r\n *\r\n * @export\r\n * @class PSPEBase\r\n * @link doi:10.1016/S1093-3263(03)00155-4\r\n */\r\nexport class PSPEBase extends SPEBase {\r\n  /**\r\n   * Embeds the vectors given into a two-dimensional space using a modified update rule.\r\n   *\r\n   * @param {Vectors} vectors D-dimensional coordinates.\r\n   * @return {Coordinates} SPE coordinates in D space.\r\n   */\r\n  public embed(vectors: Vectors): Coordinates {\r\n    const nItems = vectors.length;\r\n    const areaWidth = 40;\r\n    //  Initialize the D-dimensional coordinates of the N points.\r\n    const coordinates = fillRandomMatrix(nItems, PSPEBase.dimension, areaWidth);\r\n    let lambda = this.lambda;\r\n\r\n    this.initDistance(vectors);\r\n\r\n    for (let cycle = 0; cycle < this.cycles; ++cycle) {\r\n      // Select a point, i, at random (pivot).\r\n      const i: number = randomInt(nItems);\r\n      const rowi = coordinates[i];\r\n\r\n      // For every point j != i ...\r\n      for (let j = 0; j < nItems; ++j) {\r\n        if (i == j) continue;\r\n        const rowj = coordinates[j];\r\n        // ... retrieve (or evaluate) its proximity to i in the input space, rij ...\r\n        const r = this.calcDistance(vectors, i, j);\r\n        // ... and compute their Euclidean distance on the D-dimensional map, dij.\r\n        const d = calculateEuclideanDistance(rowi, rowj);\r\n        // If rij <= rc, or if rij > rc and dij < rij ...\r\n        if ((this.cutoff == 0) || (r <= this.cutoff) || (d < r)) {\r\n          const multiplier = lambda*(r-d)/(d+this.epsilon);\r\n          const diffIJ = vectorAdd(rowi, rowj, -1);\r\n          // ... update the coordinates xj.\r\n          coordinates[j] = vectorAdd(rowj, diffIJ, -multiplier);\r\n        }\r\n      }\r\n      // Decrease the learning rate {lambda} by a prescribed {dlambda}.\r\n      lambda -= this.dlambda;\r\n      if (lambda <= 0.) {\r\n        break;\r\n      }\r\n    }\r\n    return coordinates;\r\n  }\r\n}\r\n\r\n/**\r\n * Implements modified stochastic proximity embedding.\r\n *\r\n * @export\r\n * @class OriginalSPE\r\n * @link doi:10.1002/jcc.10234\r\n */\r\nexport class OriginalSPE extends SPEBase {\r\n  /**\r\n   * Embeds the vectors given into a two-dimensional space using a modified update rule.\r\n   *\r\n   * @param {Vectors} vectors D-dimensional coordinates.\r\n   * @return {Coordinates} SPE coordinates in D space.\r\n   */\r\n  protected radiusPercent: number;\r\n  protected maxDistance: number;\r\n  protected maxDistanceSteps: number;\r\n\r\n  constructor(options?: Options) {\r\n    super(options);\r\n    this.cycles = options?.cycles ?? 1e3;\r\n    this.steps = options?.steps ?? 100000;\r\n    this.radiusPercent = options?.radiusPercent ?? 1.0;\r\n    this.maxDistance = options?.maxDistance ?? null;\r\n    this.maxDistanceSteps = options?.maxDistanceSteps ?? null;\r\n  }\r\n\r\n  public embed(vectors: Vectors): Coordinates {\r\n    const nItems = vectors.length;\r\n    const areaWidth = 40;\r\n    // Initialize the D-dimensional coordinates of the N points.\r\n    const coordinates = fillRandomMatrix(nItems, OriginalSPE.dimension, areaWidth);\r\n\r\n    this.initDistance(vectors);\r\n\r\n    if (this.maxDistanceSteps == null) {\r\n      this.maxDistanceSteps = nItems * Math.floor((nItems - 1) / 2);\r\n    }\r\n    if (this.maxDistance == null) {\r\n      this.maxDistance = -1e37;\r\n      for (let n = 0; n < this.maxDistanceSteps; n++) {\r\n        const i = randomInt(nItems); let j = randomInt(nItems);\r\n        while (i == j) j = randomInt(nItems);\r\n\r\n        const d = this.calcDistance(vectors, i, j);\r\n        if (d > this.maxDistance) {\r\n          this.maxDistance = d;\r\n        }\r\n      }\r\n    }\r\n\r\n    let lambda = this.lambda;\r\n    const radius = (this.radiusPercent == 0.0) ? this.maxDistance : this.maxDistance * this.radiusPercent;\r\n\r\n    for (let cycle = 0; cycle < this.cycles; ++cycle) {\r\n      for (let step = 0; step < this.steps; ++step) {\r\n        // Select two points, i and j, at random, ...\r\n        const i = randomInt(nItems); let j = randomInt(nItems);\r\n        while (i == j) j = randomInt(nItems);\r\n\r\n        const rowi = coordinates[i]; const rowj = coordinates[j];\r\n\r\n        // ... retrieve (or evaluate) their proximity in the input space, rij and ...\r\n        const r = this.calcDistance(vectors, i, j);\r\n        // ... compute their Euclidean distance on the D-dimensional map, dij.\r\n        const d = calculateEuclideanDistance(rowi, rowj);\r\n\r\n        if ((r <= radius) || (d < r)) {\r\n          const multiplier = lambda * 0.5 * (r - d) / (d + this.epsilon);\r\n          // ... update the coordinates xi and xj.\r\n          const diffIJ = vectorAdd(rowi, rowj, -1);\r\n          coordinates[i] = vectorAdd(rowi, diffIJ, multiplier);\r\n          coordinates[j] = vectorAdd(rowj, diffIJ, -multiplier);\r\n        }\r\n      }\r\n      lambda -= ((this.lambda - this.dlambda) / (this.cycles - 1.0)); ;\r\n      if (lambda < this.dlambda) {\r\n        break;\r\n      }\r\n    }\r\n    return coordinates;\r\n  }\r\n}\r\n"]} |
@@ -5,2 +5,5 @@ import { DistanceMetric } from '@datagrok-libraries/utils/src/type-declarations'; | ||
| }; | ||
| export declare const MetricDataTypes: { | ||
| [name: string]: string[]; | ||
| }; | ||
| export declare type KnownMetrics = keyof typeof AvailableMetrics; | ||
@@ -21,2 +24,7 @@ /** Unified class implementing different string measures. */ | ||
| getMeasure(): DistanceMetric; | ||
| /** | ||
| * Returns custom string distance function specified. | ||
| * @return {string[]} Callback of the measure chosen. | ||
| */ | ||
| static getMetricByDataType(dataType: string): string[]; | ||
| /** Returns metric names available. */ | ||
@@ -23,0 +31,0 @@ static get availableMeasures(): string[]; |
| import * as fl from 'fastest-levenshtein'; | ||
| import { jaroWinkler } from 'jaro-winkler-typescript'; | ||
| import { similarityMetric } from '@datagrok-libraries/utils/src/similarity-metrics'; | ||
| import { calculateEuclideanDistance } from '@datagrok-libraries/utils/src/operations'; | ||
| export const AvailableMetrics = { | ||
| 'EuclideanDistance': calculateEuclideanDistance, | ||
| 'Levenshtein': fl.distance, | ||
| 'Jaro-Winkler': jaroWinkler, | ||
| 'Tanimoto': similarityMetric['Tanimoto'], | ||
| 'Dice': similarityMetric['Dice'], | ||
| 'Asymmetric': similarityMetric['Asymmetric'], | ||
| 'Braun-Blanquet': similarityMetric['Braun-Blanquet'], | ||
| 'Cosine': similarityMetric['Cosine'], | ||
| 'Kulczynski': similarityMetric['Kulczynski'], | ||
| 'Mc-Connaughey': similarityMetric['Mc-Connaughey'], | ||
| 'Rogot-Goldberg': similarityMetric['Rogot-Goldberg'], | ||
| 'Russel': similarityMetric['Russel'], | ||
| 'Sokal': similarityMetric['Sokal'], | ||
| }; | ||
| export const MetricDataTypes = { | ||
| 'String': ['Levenshtein', 'Jaro-Winkler'], | ||
| 'BitArray': Object.keys(similarityMetric), | ||
| 'Vector': ['EuclideanDistance'], | ||
| 'Number': [], | ||
| 'Object': [], | ||
| }; | ||
| /** Unified class implementing different string measures. */ | ||
@@ -24,2 +44,9 @@ export class StringMeasure { | ||
| } | ||
| /** | ||
| * Returns custom string distance function specified. | ||
| * @return {string[]} Callback of the measure chosen. | ||
| */ | ||
| static getMetricByDataType(dataType) { | ||
| return MetricDataTypes[dataType]; | ||
| } | ||
| /** Returns metric names available. */ | ||
@@ -30,2 +57,2 @@ static get availableMeasures() { | ||
| } | ||
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| //# 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|
| export {}; | ||
| //# sourceMappingURL=dimensionality-reducer.d.ts.map |
@@ -21,2 +21,2 @@ import { DimensionalityReducer } from '../reduce-dimensionality'; | ||
| }; | ||
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@@ -0,0 +0,0 @@ /** |
@@ -24,2 +24,2 @@ /** | ||
| } | ||
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@@ -0,0 +0,0 @@ { |
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New alerts
New author
Supply chain riskA new npm collaborator published a version of the package for the first time. New collaborators are usually benign additions to a project, but do indicate a change to the security surface area of a package.
Found 1 instance in 1 package
Improved metrics
- Total package byte prevSize
- increased by24.46%
125837
- Lines of code
- increased by23.77%
1031
Worsened metrics
- Number of medium supply chain risk alerts
- increased byInfinity%
1
- Published versions last year
- decreased by-3.85%
50