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"lib/ndarray.js": { + "expectCount": 20, + "actualCount": 4, + "undocumentLines": [ + 8, + 35, + 36, + 37, + 38, + 39, + 71, + 76, + 81, + 92, + 99, + 103, + 107, + 111, + 115, + 119 + ] + }, + "lib/transpose.js": { + "expectCount": 1, + "actualCount": 0, + "undocumentLines": [ + 4 + ] + } + } } \ No newline at end of file diff --git a/docs/file/lib/arrange.js.html b/docs/file/lib/arrange.js.html new file mode 100644 index 0000000..2c09c13 --- /dev/null +++ b/docs/file/lib/arrange.js.html @@ -0,0 +1,78 @@ + + + + + + lib/arrange.js | vecto + + + + + + + +
+ Home + + Reference + Source + Test +
+ + + + +
    +
    +
    + + + +

    lib/arrange.js

    +
    /**
+ * @function arrange : A method to arrange or create a Vector from the given elements 
+ *            
+ * @param {Array} shape - @requires shape -The shape of the array to be filled or arranged
+ * 
+ * @param {Array} elems_arr - The elements to be arranged
+ * 
+ * @returns {Array} - Array of the provided shape filled with the passed elements or random elements
+ * 
+ */
+
+module.exports = function arrange(shape, elems_arr) {
+    const { formChunks, flatten } = require('./core');
+    let base_arr = flatten(elems_arr),
+        curr_arr = [];
+    for (let i = shape.length - 1; i > 0; i--) {
+        let size = shape[i],
+            no = 1;
+        for (let j = 0; j < i; j++) {
+            no *= shape[j];
+        }
+        curr_arr = formChunks(size, no, base_arr);
+        base_arr = curr_arr;
+    }
+    return base_arr;
+}
    + +
    + + + + + + + + + + + + diff --git a/docs/file/lib/calcShape.js.html b/docs/file/lib/calcShape.js.html new file mode 100644 index 0000000..eb2de0f --- /dev/null +++ b/docs/file/lib/calcShape.js.html @@ -0,0 +1,71 @@ + + + + + + lib/calcShape.js | vecto + + + + + + + +
    + Home + + Reference + Source + Test +
    + + + + +
      +
      +
      + + + +

      lib/calcShape.js

      +
      /**
+ * @function calcShape - find the shape of array
+ * 
+ * @param {Array} arr - The array whose shape is to be found.
+ * 
+ * @returns {Array} The Shape of the array.
+ *  
+ */
+module.exports = function calcShape(arr) {
+    const shape = [];
+    if (!Array.isArray(arr)) return [1];
+    shape.push(arr.length);
+    let elem = arr[0];
+    while (Array.isArray(elem)) {
+        shape.push(elem.length);
+        elem = elem[0];
+    }
+    return shape;
+}
      + +
      + + + + + + + + + + + + diff --git a/docs/file/lib/calcSize.js.html b/docs/file/lib/calcSize.js.html new file mode 100644 index 0000000..74e4244 --- /dev/null +++ b/docs/file/lib/calcSize.js.html @@ -0,0 +1,71 @@ + + + + + + lib/calcSize.js | vecto + + + + + + + +
      + Home + + Reference + Source + Test +
      + + + + +
        +
        +
        + + + +

        lib/calcSize.js

        +
        /**
+ * @function calcSize - Calculate the size of the ndarray
+ * 
+ * @param {Array} array - Either the ndarray or the shape of array
+ * 
+ * @param {String} flag - Defining either array or shape is being passed
+ * 
+ * @returns {int} The size of the array
+ *   
+ */
+module.exports = function calcSize(array, flag = 'array') {
+    const calcShape = require('./calcShape');
+    let shape = flag === 'array' ? calcShape(array) : array;
+    let size = 1;
+    for (let i = 0; i < shape.length; i++) {
+        size *= shape[i];
+    }
+    return size;
+}
        + +
        + + + + + + + + + + + + diff --git a/docs/file/lib/choose.js.html b/docs/file/lib/choose.js.html new file mode 100644 index 0000000..ff55400 --- /dev/null +++ b/docs/file/lib/choose.js.html @@ -0,0 +1,110 @@ + + + + + + lib/choose.js | vecto + + + + + + + +
        + Home + + Reference + Source + Test +
        + + + + +
          +
          +
          + + + +

          lib/choose.js

          +
          /** 
+ * choose : Forms a new array consisting of selected elements 
+ *          ( Selects elements from a given array and forms a new array of those elements )  
+ *
+ * @array : [Number] : Required
+ *          
+ * @...args : Number/[Number] : either a single digit to select the 
+ *                              element at given index from every element of 
+ *                              the given ndarray or depicting the dimension of the elements
+ *                              to select
+ * 
+ * Returns : [Number] the new array
+ * 
+ */
+
+
+module.exports = function choose(array, ...args) {
+    const { calc_shape, calc_size, form_arr, flatten, arrange } = require('./core');
+    const axisOps = require('../util/axisOps');
+    if (!args || args.length === 0) {
+        return array;
+    } else {
+        let arr = flatten(array),
+            shape = calcShape(array),
+            axis = args[0],
+            idx = args[1] || null,
+            range = args[2] || null,
+            retVals = [],
+            elems = axisOps(shape, axis);
+        if (idx >= 0) {
+            for (let i = 0; i < elems[idx].length; i++) {
+                retVals.push(arr[elems[idx][i]]);
+            }
+            return retVals;
+        }
+        if (range) {
+            for (let i = 0; i < elems.length; i++) {
+                let rv = [];
+                for (let j = 0; j < elems[i].length; j++) {
+                    if (elems[i][j] >= idx && elems[i][j] <= range) {
+                        rv.push(arr[elems[i][j]]);
+                    }
+                }
+                retVals.push(rv);
+            }
+            return retVals;
+        } else {
+            for (let i = 0; i < elems.length; i++) {
+                let rv = [];
+                for (let j = 0; j < elems[i].length; j++) {
+                    rv.push(arr[elems[i][j]]);
+                }
+                retVals.push(rv);
+            }
+        }
+        return retVals;
+    }
+}
          + +
          + + + + + + + + + + + + diff --git a/docs/file/lib/clip.js.html b/docs/file/lib/clip.js.html new file mode 100644 index 0000000..dc25e63 --- /dev/null +++ b/docs/file/lib/clip.js.html @@ -0,0 +1,111 @@ + + + + + + lib/clip.js | vecto + + + + + + + +
          + Home + + Reference + Source + Test +
          + + + + +
            +
            +
            + + + +

            lib/clip.js

            +
            /**
+ * @function clip : Clips the array ( converts elements according to max and min val passed )  
+ *
+ * @param {Array} arr : @requires
+ *   
+ * @param {Array|int} min_val - Optional if max_val is provided, if [number] is provided ,
+ *                              then ith val in [min_val] defines a min_val for 
+ *                              ith val in array.
+ * 
+ * @param {Array|int} max_val - Optional if min_val is provided,
+ *                              same as [min_val] but defines a max_val
+ * 
+ * @returns {Array} the clipped array
+ * 
+ */
+
+
+module.exports = function clip(arr, min_val, max_val) {
+    const flatten = require('./flatten');
+    const arrange = require('./arrange');
+    const calcShape = require('./calcShape');
+
+    let a = flatten(arr),
+        min = [],
+        max = [],
+        a_shape = calcShape(arr),
+        f1 = false,
+        f2 = false,
+        l = 0,
+        k = 0;
+
+    if (!min_val && !max_val) throw new Error('Expected atleast one clipping parameter');
+
+    if (Array.isArray(min_val)) {
+        f1 = true;
+        if (toString(calcShape(min_val)) === toString(a_shape)) {
+            min = flatten(min_val);
+        } else throw new Error(`Uneven shape : arg1 is ${a_shape}, given shape ${calcShape(min_val)}`);
+    } else {
+        min[0] = min_val;
+    }
+
+    if (Array.isArray(max_val)) {
+        f2 = true;
+        if (toString(calcShape(max_val)) === toString(a_shape)) {
+            max = flatten(max_val);
+        } else throw new Error(`Uneven shape : arg1 is ${a_shape}, given shape ${calcShape(min_val)}`);
+    } else {
+        max[0] = max_val;
+    }
+
+    for (let i = 0; i < a.length; i++) {
+        a[i] = Math.max(min[k], Math.min(a[i], max[l]));
+        if (f1) k++;
+        if (f2) l++;
+    }
+
+    return (arrange(a_shape, a));
+}
            + +
            + + + + + + + + + + + + diff --git a/docs/file/lib/core.js.html b/docs/file/lib/core.js.html new file mode 100644 index 0000000..0af8967 --- /dev/null +++ b/docs/file/lib/core.js.html @@ -0,0 +1,76 @@ + + + + + + lib/core.js | vecto + + + + + + + +
            + Home + + Reference + Source + Test +
            + + + + +
              +
              +
              + + + +

              lib/core.js

              +
              const arrange = require('./arrange');
+const calcShape = require('./calcShape');
+const calcSize = require('./calcSize');
+const clip = require('./clip');
+const fill = require('./fill');
+const findDim = require('./findDim');
+const flatten = require('./flatten');
+const formArr = require('./formArr');
+const formChunks = require('./formChunks');
+const transpose = require('./transpose');
+
+
+module.exports = {
+    arrange,
+    calcShape,
+    calcSize,
+    clip,
+    fill,
+    findDim,
+    flatten,
+    formArr,
+    formChunks,
+    transpose
+}
              + +
              + + + + + + + + + + + + diff --git a/docs/file/lib/fill.js.html b/docs/file/lib/fill.js.html new file mode 100644 index 0000000..a42aa8d --- /dev/null +++ b/docs/file/lib/fill.js.html @@ -0,0 +1,156 @@ + + + + + + lib/fill.js | vecto + + + + + + + +
              + Home + + Reference + Source + Test +
              + + + + +
                +
                +
                + + + +

                lib/fill.js

                +
                "use strict";
+
+/**
+ *
+ * @function fill - fills the vector according to passed args
+ *
+ * @param {Array} shape - The shape of the array to be filled (Required)
+ * 
+ * @param {String} initializer - The distribution of elements to be filled
+ *                                      { 
+ *                                          1. 'linear' (random or uniform filling or single elem filling)
+ *                                          2. 'zeros'  (filling with zeroes)
+ *                                          3. 'gaussian' (gaussian distribution)
+ *                                          4. 'custom' (fills the value acc to a passed function)
+ *                                      }
+ * 
+ * @param {rest} ...args -   {
+ *                               1. for linear, args.len === 0 => random filling
+ *                                              args.len === 1 => fill with that value
+ *                                              args.len === 2 => the max and min ranges with steps of min
+ *                                              args.len === 3 => the max, min and the step
+ *                               2. for gaussian, args[0] = mean (defaults to 0)
+ *                                              args[1] = variance (defaults to 1)
+ *                            }
+ * 
+ * @returns {Array} - The filled array
+ * 
+ */
+
+module.exports = function fill(shape, initializer = 'linear', ...args) {
+    const { calcSize, arrange } = require('./core');
+    initializer = initializer || 'zeros';
+    let arr = [],
+        size = calcSize(shape, 'shape');
+    if (initializer === 'zeros') {
+        arr = zeros(size);
+    } else if (initializer === 'linear') {
+        switch (args.length) {
+            case 0:
+                for (let i = 0; i < size; i++) {
+                    arr[i] = Math.random();
+                }
+                break;
+            case 1:
+                for (let i = 0; i < size; i++) {
+                    arr[i] = args[0];
+                }
+                break;
+            default:
+                let min = args[0],
+                    max = args[1],
+                    num = min,
+                    digs;
+                // calculating the step size
+                (() => {
+                    digs = 0;
+                    let nums = min;
+                    while (Math.floor(nums) !== nums) {
+                        digs++;
+                        nums *= 10;
+                    }
+                })();
+                let step = args[2] || (1 / Math.pow(10, digs));
+                for (let i = 0; i < size; i++) {
+                    arr[i] = num;
+                    num += step;
+                    if (num > max) num = min;
+                }
+                break;
+        }
+    } else if (initializer === 'gaussian') {
+        arr = gaussian(args[0], args[1], size);
+    } else if (initializer === 'custom') {
+        for (let i = 0; i < size; i++) {
+            arr[i] = args[0]();
+        }
+    }
+    let retval = arrange(shape, arr);
+    return retval;
+}
+
+
+function zeros(size) {
+    let arr = [];
+    for (let i = 0; i < size; i++) {
+        arr[i] = 0;
+    }
+    return arr;
+}
+
+function gaussian(mean = 0, stddev = 1, size) {
+    let v1, v2, s, arr = [];
+    for (let i = 0; i < size; i++) {
+        do {
+            v1 = 2 * Math.random() - 1;
+            v2 = 2 * Math.random() - 1;
+            s = v1 * v1 + v2 * v2;
+        } while (s > 1);
+
+        let res = Math.sqrt(-2 * Math.log(s) / s) * v1;
+        arr[i] = mean + (stddev * res);
+    }
+    return arr;
+}
                + +
                + + + + + + + + + + + + diff --git a/docs/file/lib/findDim.js.html b/docs/file/lib/findDim.js.html new file mode 100644 index 0000000..30e5287 --- /dev/null +++ b/docs/file/lib/findDim.js.html @@ -0,0 +1,68 @@ + + + + + + lib/findDim.js | vecto + + + + + + + +
                + Home + + Reference + Source + Test +
                + + + + +
                  +
                  +
                  + + + +

                  lib/findDim.js

                  +
                  /**
+ * @function findDim - find the dimensions of the ndarray
+ * 
+ * @param {Array} array - The array or shape of the array
+ * 
+ * @param {String} flag - Defines if the array or a shape is provided
+ * 
+ * @returns {int} the dimensions of the array
+ * 
+ */
+module.exports = function findDim(array, flag = 'array') {
+    const calcShape = require('./calcShape');
+    let shape = array;
+    if (flag === 'array') shape = calcShape(array);
+    return shape.length;
+}
                  + +
                  + + + + + + + + + + + + diff --git a/docs/file/lib/flatten.js.html b/docs/file/lib/flatten.js.html new file mode 100644 index 0000000..880aeee --- /dev/null +++ b/docs/file/lib/flatten.js.html @@ -0,0 +1,70 @@ + + + + + + lib/flatten.js | vecto + + + + + + + +
                  + Home + + Reference + Source + Test +
                  + + + + +
                    +
                    +
                    + + + +

                    lib/flatten.js

                    +
                    /**
+ * @function flatten - Convert NDarray to 1Darray
+ * 
+ * @param {Array} arr - The Array to be converted from ND to 1D
+ * 
+ * @returns {Array} the 1D version of the passed ndarray
+ *  
+ */
+module.exports = function flatten(arr) {
+    let flatarr = [];
+    if (!Array.isArray(arr)) return [arr];
+    for (let i of arr) {
+        if (Array.isArray(i))
+            flatarr = Array.prototype.concat.apply(flatarr, Array.prototype.concat.apply([], i));
+        else flatarr.push(i);
+    }
+    return flatarr;
+}
                    + +
                    + + + + + + + + + + + + diff --git a/docs/file/lib/formArr.js.html b/docs/file/lib/formArr.js.html new file mode 100644 index 0000000..dab97ef --- /dev/null +++ b/docs/file/lib/formArr.js.html @@ -0,0 +1,96 @@ + + + + + + lib/formArr.js | vecto + + + + + + + +
                    + Home + + Reference + Source + Test +
                    + + + + +
                      +
                      +
                      + + + +

                      lib/formArr.js

                      +
                      /**
+ * @function formArr - Make typed arrays
+ * 
+ * @param {Array} arr - Array to form a typed array of
+ * 
+ * @param {String} dtype - The dtype of which the typed array will be
+ * 
+ * @returns {TypedArray}
+ * 
+ */
+
+module.exports = function formArr(arr, dtype = 'array') {
+    switch (dtype) {
+        case 'uint8':
+            return new Uint8Array(arr);
+
+        case 'uint16':
+            return new Uint16Array(arr);
+
+        case 'uint32':
+            return new Uint32Array(arr);
+
+        case 'int8':
+            return new Int8Array(arr);
+
+        case 'int16':
+            return new Int16Array(arr);
+
+        case 'int32':
+            return new Int32Array(arr);
+
+        case 'float32':
+            return new Float32Array(arr);
+
+        case 'float64':
+            return new Float64Array(arr);
+
+        case 'uint8clamped':
+            return new Uint8ClampedArray(arr);
+
+        default:
+            return Array.from(arr);
+    }
+}
                      + +
                      + + + + + + + + + + + + diff --git a/docs/file/lib/formChunks.js.html b/docs/file/lib/formChunks.js.html new file mode 100644 index 0000000..30e5c6f --- /dev/null +++ b/docs/file/lib/formChunks.js.html @@ -0,0 +1,68 @@ + + + + + + lib/formChunks.js | vecto + + + + + + + +
                      + Home + + Reference + Source + Test +
                      + + + + +
                        +
                        +
                        + + + +

                        lib/formChunks.js

                        +
                        /* form chunks  */
+module.exports = function formChunks(size, no, arr) {
+    let chunk = [],
+        final = [],
+        k = 0;
+    for (let i = 0; i < no; i++) {
+        chunk = [];
+        for (let j = 0; j < size; j++) {
+            chunk[j] = arr[k++];
+            if (k >= arr.length) k = 0;
+        }
+        final.push(chunk);
+    }
+    return final;
+}
+
                        + +
                        + + + + + + + + + + + + diff --git a/docs/file/lib/gputest.js.html b/docs/file/lib/gputest.js.html new file mode 100644 index 0000000..481f2e9 --- /dev/null +++ b/docs/file/lib/gputest.js.html @@ -0,0 +1,54 @@ + + + + + + lib/gputest.js | vecto + + + + + + + +
                        + Home + + Reference + Source + Test +
                        + + + + +
                          +
                          +
                          + + + +

                          lib/gputest.js

                          +
                          const GPU = require('gpu.js');
+console.log(new GPU());
                          + +
                          + + + + + + + + + + + + diff --git a/docs/file/lib/ndarray.js.html b/docs/file/lib/ndarray.js.html new file mode 100644 index 0000000..7254331 --- /dev/null +++ b/docs/file/lib/ndarray.js.html @@ -0,0 +1,176 @@ + + + + + + lib/ndarray.js | vecto + + + + + + + +
                          + Home + + Reference + Source + Test +
                          + + + + +
                            +
                            +
                            + + + +

                            lib/ndarray.js

                            +
                            "use strict";
+
+/* A JS library for dealing with n-dimensional arrays. 
+ * Referenced from numpy.
+ * Author : Anubhav Tiwari <atworkstudios@gmail.com>
+ */
+
+const core = require('./core'),
+    math = require('../util/math');
+
+/**
+ * 
+ * @class Ndarray 
+ * 
+ */
+class Ndarray {
+    /**
+     * @constructor
+     * 
+     * @param {Object} param0 - The arguments destructured
+     * 
+     * @param {Array} param0.shape - The Shape of the Ndarray to be created
+     * 
+     * @param {String} param0.dtype [dtype='float32'] - The Data Type of the Ndarray data
+     * 
+     * @param {String} param0.initializer - The initializer to be used to fill Ndarray if 
+     *                                      no data is provided.
+     * 
+     * @param {Array} param0.data - The data, if available, to fill the ndarray 
+     * 
+     * @param {Rest} args - Rest arguments for initializer
+     * 
+     */
+    constructor({ shape = [], dtype = 'float32', initializer = 'zeros', data = [] } = {}, ...args) {
+        this.shape = shape;
+        this.dtype = dtype;
+        this.size = core.calcSize(this.shape, 'shape');
+        this.dim = core.findDim(this.shape, 'shape');
+        this.data = data.length > 0 ? core.formArr(core.flatten(data), this.dtype) :
+            core.formArr(core.fill([this.size], initializer, ...args), this.dtype);
+    }
+
+    /**
+     * @method @static  Ndarray.array - form a new Ndarray for the given array 
+     * 
+     * @param {Array} arr - The Data used to create the Ndarray
+     * 
+     * @param {String} dtype - The Data type of the ndarray data
+     * 
+     * @returns {Ndarray.Object} - The new created Ndarray
+     * 
+     */
+    static array(arr, dtype = 'float32') {
+        return new Ndarray({ dtype: dtype, data: arr });
+    }
+
+    /**
+     * 
+     * @method @static - Creates a new Ndarray filled with zeroes of specified shape
+     *                   Equivalent to new Ndarray({shape, initializer:'zeros'})
+     * 
+     * @param {Array} shape - The Shape of ndarray to be filled with zeroes 
+     * 
+     */
+    static zeroes(shape) {
+        return new Ndarray({ shape, dtype: 'float32', initializer: 'zeros' });
+    }
+
+
+    /* sum of 2 Ndarrays */
+    add(v2) {
+        return math.sum(this.data, v2.array);
+    }
+
+    /* get the shaped data out as ndarray */
+    val() {
+        return core.arrange(this.shape, core.formArr(this.data));
+    }
+
+    /* reshapes the Ndarray only if for the new shape the number of elements remain same */
+    reshape(newShape) {
+        if (core.calcSize(newShape, 'shape') === this.size) {
+            this.shape = newShape;
+        } else {
+            throw new Error(
+                `Resizing error : can't change the shape from ${this.shape} to ${newShape}`
+            );
+        }
+    }
+
+    /* changes the shape and size of the Ndarray in place */
+    resize(newShape) {
+        this.shape = newShape;
+        this.size = core.calcSize(newShape, 'shape');
+        this.dim = core.findDim(this.shape, 'shape');
+        this.arrange(this.val());
+    }
+
+    arrange(elemsArr) {
+        this.data = core.formArr(core.flatten(core.arrange(this.shape, elemsArr)), this.dtype);
+    }
+
+    fill(initializer, ...args) {
+        this.data = core.formArr(core.fill([this.size], initializer, ...args), this.dtype);
+    }
+
+    clip(minVal, maxVal) {
+        this.arrange(core.clip(this.val(), minVal, maxVal));
+    }
+
+    flatten() {
+        return this.data;
+    }
+
+    transpose() {
+        return core.transpose(this.val(), this.dtype);
+    }
+
+    pad(padding) {
+        return math.pad(this.val(), padding);
+    }
+}
+
+module.exports = Ndarray;
                            + +
                            + + + + + + + + + + + + diff --git a/docs/file/lib/transpose.js.html b/docs/file/lib/transpose.js.html new file mode 100644 index 0000000..cb925b4 --- /dev/null +++ b/docs/file/lib/transpose.js.html @@ -0,0 +1,72 @@ + + + + + + lib/transpose.js | vecto + + + + + + + +
                            + Home + + Reference + Source + Test +
                            + + + + +
                              +
                              +
                              + + + +

                              lib/transpose.js

                              +
                              "use strict";
+
+/* function to find the transpose */
+module.exports = function transpose(arr, dtype = 'float32') {
+    const { calcShape, flatten, formArr, arrange } = require('./core');
+    let flatArr = flatten(arr),
+        s = calcShape(arr),
+        t = formArr(flatArr, dtype),
+        r = s.length > 1 ? s[0] : 1,
+        c = s.length > 1 ? s[1] : s[0],
+        k = 0,
+        b = [];
+    for (let i = 0; i < c; i++) {
+        for (let j = i; j < t.length; j += c) {
+            b[k++] = t[j];
+        }
+    }
+    return arrange([c, r], b);
+}
+
                              + +
                              + + + + + + + + + + + + diff --git a/docs/identifiers.html b/docs/identifiers.html index 79d91a9..f320b3a 100644 --- a/docs/identifiers.html +++ b/docs/identifiers.html @@ -8,7 +8,7 @@ - +
                              @@ -16,7 +16,7 @@ Reference Source - + Test
                              @@ -24,7 +24,7 @@
                                -
                                +