diff --git a/.babelrc b/.babelrc
new file mode 100644
index 0000000..cd9b317
--- /dev/null
+++ b/.babelrc
@@ -0,0 +1,3 @@
+{
+ "plugins": ["transform-es2015-modules-commonjs"]
+}
diff --git a/.eslintrc.yml b/.eslintrc.yml
new file mode 100644
index 0000000..b199521
--- /dev/null
+++ b/.eslintrc.yml
@@ -0,0 +1,5 @@
+extends: 'eslint-config-cheminfo'
+parserOptions:
+ sourceType: module
+env:
+ jest: true
diff --git a/.gitignore b/.gitignore
index c2ba637..fbd9508 100644
--- a/.gitignore
+++ b/.gitignore
@@ -14,6 +14,9 @@ lib-cov
# Coverage directory used by tools like istanbul
coverage
+# nyc test coverage
+.nyc_output
+
# Grunt intermediate storage (http://gruntjs.com/creating-plugins#storing-task-files)
.grunt
@@ -23,8 +26,9 @@ coverage
# Compiled binary addons (http://nodejs.org/api/addons.html)
build/Release
-# Dependency directory
+# Dependency directories
node_modules
+jspm_packages
# Optional npm cache directory
.npm
@@ -32,4 +36,4 @@ node_modules
# Optional REPL history
.node_repl_history
-dist
+lib
diff --git a/.travis.yml b/.travis.yml
new file mode 100644
index 0000000..e90c695
--- /dev/null
+++ b/.travis.yml
@@ -0,0 +1,8 @@
+language: node_js
+node_js:
+ - 8
+ - 6
+after_success:
+ - bash <(curl -s https://codecov.io/bash) -e TRAVIS_NODE_VERSION
+script:
+ - npm run test-travis
\ No newline at end of file
diff --git a/History.md b/History.md
new file mode 100644
index 0000000..fbe350f
--- /dev/null
+++ b/History.md
@@ -0,0 +1,31 @@
+
+# [1.0.0](https://github.com/mljs/sparse-matrix/compare/v0.2.1...v1.0.0) (2017-12-11)
+
+
+### Features
+
+* add transpose function ([c264545](https://github.com/mljs/sparse-matrix/commit/c264545))
+* check if is a banded matrix ([2f5c688](https://github.com/mljs/sparse-matrix/commit/2f5c688))
+
+
+
+
+## [0.2.1](https://github.com/mljs/sparse-matrix/compare/v0.2.0...v0.2.1) (2016-05-19)
+
+
+
+
+# [0.2.0](https://github.com/mljs/sparse-matrix/compare/v0.1.1...v0.2.0) (2016-05-19)
+
+
+
+
+## [0.1.1](https://github.com/mljs/sparse-matrix/compare/v0.1.0...v0.1.1) (2016-05-18)
+
+
+
+
+# 0.1.0 (2016-05-18)
+
+
+
diff --git a/LICENSE b/LICENSE
index f52e1d2..756fad0 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,6 +1,6 @@
-The MIT License (MIT)
+MIT License
-Copyright (c) 2016 ml.js
+Copyright (c) 2017 mljs
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
diff --git a/README.md b/README.md
index 3f5b298..ea894ef 100644
--- a/README.md
+++ b/README.md
@@ -1 +1,37 @@
-# sparse-matrix
\ No newline at end of file
+# sparse-matrix
+
+ [![NPM version][npm-image]][npm-url]
+ [![build status][travis-image]][travis-url]
+ [![coverage status][codecov-image]][codecov-url]
+ [![npm download][download-image]][download-url]
+
+Sparse matrix library.
+
+## Installation
+
+`$ npm install --save ml-sparse-matrix`
+
+## Usage
+
+```js
+import {SparseMatrix} from 'ml-sparse-matrix';
+
+const matrix1 = new SparseMatrix([[1, 2], [3, 4]]);
+const matrix2 = new SparseMatrix([[0, 5], [6, 7]]);
+const product = matrix1.kroneckerProduct(matrix2);
+```
+
+## [API Documentation](https://mljs.github.io/sparse-matrix/)
+
+## License
+
+ [MIT](./LICENSE)
+
+[npm-image]: https://img.shields.io/npm/v/ml-sparse-matrix.svg?style=flat-square
+[npm-url]: https://npmjs.org/package/ml-sparse-matrix
+[travis-image]: https://img.shields.io/travis/mljs/sparse-matrix/master.svg?style=flat-square
+[travis-url]: https://travis-ci.org/mljs/sparse-matrix
+[codecov-image]: https://codecov.io/github/mljs/sparse-matrix/coverage.svg?style=flat-square
+[codecov-url]: https://codecov.io/github/mljs/sparse-matrix
+[download-image]: https://img.shields.io/npm/dm/ml-sparse-matrix.svg?style=flat-square
+[download-url]: https://npmjs.org/package/ml-sparse-matrix
diff --git a/package-lock.json b/package-lock.json
new file mode 100644
index 0000000..46686df
--- /dev/null
+++ b/package-lock.json
@@ -0,0 +1,5646 @@
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+ }
+ },
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+ "integrity": "sha1-2e8H3Od7mQK4o6j6SzHD4/fm6Ho=",
+ "dev": true
+ },
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+ "integrity": "sha1-VDjNLqk7IC76Ohn+iIeu58lPnJ0=",
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+ },
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+ }
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+ "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-2.1.0.tgz",
+ "integrity": "sha1-2Pw9KE3QV5T+hJc8rs3Rz4JP3YU=",
+ "dev": true,
+ "requires": {
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+ },
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+ "integrity": "sha1-754xOG8DGn8NZDr4L95QxFfvAMs=",
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+ }
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+ "integrity": "sha1-EYvfW4zcUaKn5w0hHgfisLmxB9M=",
+ "dev": true,
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+ "integrity": "sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8=",
+ "dev": true
+ },
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+ "integrity": "sha1-X8A4KOJkzqP+kUVUdvejxWbLB1c=",
+ "dev": true,
+ "requires": {
+ "mkdirp": "0.5.1"
+ }
+ },
+ "write-file-atomic": {
+ "version": "2.3.0",
+ "resolved": "https://registry.npmjs.org/write-file-atomic/-/write-file-atomic-2.3.0.tgz",
+ "integrity": "sha512-xuPeK4OdjWqtfi59ylvVL0Yn35SF3zgcAcv7rBPFHVaEapaDr4GdGgm3j7ckTwH9wHL7fGmgfAnb0+THrHb8tA==",
+ "dev": true,
+ "requires": {
+ "graceful-fs": "4.1.11",
+ "imurmurhash": "0.1.4",
+ "signal-exit": "3.0.2"
+ }
+ },
+ "xml-name-validator": {
+ "version": "2.0.1",
+ "resolved": "https://registry.npmjs.org/xml-name-validator/-/xml-name-validator-2.0.1.tgz",
+ "integrity": "sha1-TYuPHszTQZqjYgYb7O9RXh5VljU=",
+ "dev": true
+ },
+ "xtend": {
+ "version": "4.0.1",
+ "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.1.tgz",
+ "integrity": "sha1-pcbVMr5lbiPbgg77lDofBJmNY68=",
+ "dev": true
+ },
+ "y18n": {
+ "version": "3.2.1",
+ "resolved": "https://registry.npmjs.org/y18n/-/y18n-3.2.1.tgz",
+ "integrity": "sha1-bRX7qITAhnnA136I53WegR4H+kE=",
+ "dev": true
+ },
+ "yallist": {
+ "version": "2.1.2",
+ "resolved": "https://registry.npmjs.org/yallist/-/yallist-2.1.2.tgz",
+ "integrity": "sha1-HBH5IY8HYImkfdUS+TxmmaaoHVI=",
+ "dev": true
+ },
+ "yargs": {
+ "version": "9.0.1",
+ "resolved": "https://registry.npmjs.org/yargs/-/yargs-9.0.1.tgz",
+ "integrity": "sha1-UqzCP+7Kw0BCB47njAwAf1CF20w=",
+ "dev": true,
+ "requires": {
+ "camelcase": "4.1.0",
+ "cliui": "3.2.0",
+ "decamelize": "1.2.0",
+ "get-caller-file": "1.0.2",
+ "os-locale": "2.1.0",
+ "read-pkg-up": "2.0.0",
+ "require-directory": "2.1.1",
+ "require-main-filename": "1.0.1",
+ "set-blocking": "2.0.0",
+ "string-width": "2.1.1",
+ "which-module": "2.0.0",
+ "y18n": "3.2.1",
+ "yargs-parser": "7.0.0"
+ },
+ "dependencies": {
+ "camelcase": {
+ "version": "4.1.0",
+ "resolved": "https://registry.npmjs.org/camelcase/-/camelcase-4.1.0.tgz",
+ "integrity": "sha1-1UVjW+HjPFQmScaRc+Xeas+uNN0=",
+ "dev": true
+ },
+ "cliui": {
+ "version": "3.2.0",
+ "resolved": "https://registry.npmjs.org/cliui/-/cliui-3.2.0.tgz",
+ "integrity": "sha1-EgYBU3qRbSmUD5NNo7SNWFo5IT0=",
+ "dev": true,
+ "requires": {
+ "string-width": "1.0.2",
+ "strip-ansi": "3.0.1",
+ "wrap-ansi": "2.1.0"
+ },
+ "dependencies": {
+ "string-width": {
+ "version": "1.0.2",
+ "resolved": "https://registry.npmjs.org/string-width/-/string-width-1.0.2.tgz",
+ "integrity": "sha1-EYvfW4zcUaKn5w0hHgfisLmxB9M=",
+ "dev": true,
+ "requires": {
+ "code-point-at": "1.1.0",
+ "is-fullwidth-code-point": "1.0.0",
+ "strip-ansi": "3.0.1"
+ }
+ }
+ }
+ },
+ "is-fullwidth-code-point": {
+ "version": "1.0.0",
+ "resolved": "https://registry.npmjs.org/is-fullwidth-code-point/-/is-fullwidth-code-point-1.0.0.tgz",
+ "integrity": "sha1-754xOG8DGn8NZDr4L95QxFfvAMs=",
+ "dev": true,
+ "requires": {
+ "number-is-nan": "1.0.1"
+ }
+ },
+ "load-json-file": {
+ "version": "2.0.0",
+ "resolved": "https://registry.npmjs.org/load-json-file/-/load-json-file-2.0.0.tgz",
+ "integrity": "sha1-eUfkIUmvgNaWy/eXvKq8/h/inKg=",
+ "dev": true,
+ "requires": {
+ "graceful-fs": "4.1.11",
+ "parse-json": "2.2.0",
+ "pify": "2.3.0",
+ "strip-bom": "3.0.0"
+ }
+ },
+ "path-type": {
+ "version": "2.0.0",
+ "resolved": "https://registry.npmjs.org/path-type/-/path-type-2.0.0.tgz",
+ "integrity": "sha1-8BLMuEFbcJb8LaoQVMPXI4lZTHM=",
+ "dev": true,
+ "requires": {
+ "pify": "2.3.0"
+ }
+ },
+ "read-pkg": {
+ "version": "2.0.0",
+ "resolved": "https://registry.npmjs.org/read-pkg/-/read-pkg-2.0.0.tgz",
+ "integrity": "sha1-jvHAYjxqbbDcZxPEv6xGMysjaPg=",
+ "dev": true,
+ "requires": {
+ "load-json-file": "2.0.0",
+ "normalize-package-data": "2.4.0",
+ "path-type": "2.0.0"
+ }
+ },
+ "read-pkg-up": {
+ "version": "2.0.0",
+ "resolved": "https://registry.npmjs.org/read-pkg-up/-/read-pkg-up-2.0.0.tgz",
+ "integrity": "sha1-a3KoBImE4MQeeVEP1en6mbO1Sb4=",
+ "dev": true,
+ "requires": {
+ "find-up": "2.1.0",
+ "read-pkg": "2.0.0"
+ }
+ },
+ "strip-bom": {
+ "version": "3.0.0",
+ "resolved": "https://registry.npmjs.org/strip-bom/-/strip-bom-3.0.0.tgz",
+ "integrity": "sha1-IzTBjpx1n3vdVv3vfprj1YjmjtM=",
+ "dev": true
+ }
+ }
+ },
+ "yargs-parser": {
+ "version": "7.0.0",
+ "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-7.0.0.tgz",
+ "integrity": "sha1-jQrELxbqVd69MyyvTEA4s+P139k=",
+ "dev": true,
+ "requires": {
+ "camelcase": "4.1.0"
+ },
+ "dependencies": {
+ "camelcase": {
+ "version": "4.1.0",
+ "resolved": "https://registry.npmjs.org/camelcase/-/camelcase-4.1.0.tgz",
+ "integrity": "sha1-1UVjW+HjPFQmScaRc+Xeas+uNN0=",
+ "dev": true
+ }
+ }
+ }
+ }
+}
diff --git a/package.json b/package.json
index 304550d..ba8d571 100644
--- a/package.json
+++ b/package.json
@@ -1,33 +1,46 @@
{
"name": "ml-sparse-matrix",
- "version": "0.2.1",
+ "version": "1.0.0",
"description": "Sparse matrix library",
- "main": "src/SparseMatrix.js",
- "scripts": {
- "test": "mocha"
- },
+ "main": "lib/index.js",
+ "module": "src/index.js",
"files": [
+ "lib",
"src"
],
+ "scripts": {
+ "eslint": "eslint src",
+ "eslint-fix": "npm run eslint -- --fix",
+ "prepublish": "rollup -c",
+ "test": "run-s testonly eslint",
+ "testonly": "jest",
+ "test-travis": "jest --coverage && codecov"
+ },
"repository": {
"type": "git",
"url": "git+https://github.com/mljs/sparse-matrix.git"
},
- "keywords": [
- "sparse",
- "matrix"
- ],
+ "keywords": [],
"author": "Michaël Zasso",
"license": "MIT",
"bugs": {
"url": "https://github.com/mljs/sparse-matrix/issues"
},
"homepage": "https://github.com/mljs/sparse-matrix#readme",
- "devDependencies": {
- "mocha": "^2.4.5",
- "should": "^8.3.1"
+ "jest": {
+ "testEnvironment": "node"
},
"dependencies": {
- "ml-hash-table": "^0.2.0"
+ "ml-hash-table": "^0.2.1"
+ },
+ "devDependencies": {
+ "babel-plugin-transform-es2015-modules-commonjs": "^6.24.1",
+ "codecov": "^3.0.0",
+ "eslint": "^4.13.0",
+ "eslint-config-cheminfo": "^1.8.0",
+ "eslint-plugin-no-only-tests": "^2.0.0",
+ "jest": "^21.2.1",
+ "npm-run-all": "^4.0.2",
+ "rollup": "^0.52.1"
}
}
diff --git a/rollup.config.js b/rollup.config.js
new file mode 100644
index 0000000..1bd4d68
--- /dev/null
+++ b/rollup.config.js
@@ -0,0 +1,5 @@
+export default {
+ entry: 'src/index.js',
+ format: 'cjs',
+ dest: 'lib/index.js'
+};
diff --git a/src/__tests__/test.js b/src/__tests__/test.js
new file mode 100644
index 0000000..f34bc0b
--- /dev/null
+++ b/src/__tests__/test.js
@@ -0,0 +1,69 @@
+import {SparseMatrix} from '..';
+
+describe('Sparse Matrix', () => {
+ it('mmul', () => {
+ var m1 = new SparseMatrix([[2, 0, 1], [0, 0, 3]]);
+ var m2 = new SparseMatrix([[0, 1], [2, 0], [0, 0]]);
+ var m3 = m1.mmul(m2);
+
+ expect(m1.cardinality).toBe(3);
+ expect(m2.cardinality).toBe(2);
+ expect(m3.cardinality).toBe(1);
+
+ expect(m3.get(0, 1)).toBe(2);
+ });
+
+ it('kronecker', () => {
+ const matrix1 = new SparseMatrix([[1, 2], [3, 4]]);
+ const matrix2 = new SparseMatrix([[0, 5], [6, 7]]);
+ const product = matrix1.kroneckerProduct(matrix2);
+ expect(product.to2DArray()).toEqual([
+ [0, 5, 0, 10],
+ [6, 7, 12, 14],
+ [0, 15, 0, 20],
+ [18, 21, 24, 28]
+ ]);
+ });
+
+ it('isSymmetric', () => {
+ expect((new SparseMatrix(10, 10)).isSymmetric()).toBe(true);
+ expect((new SparseMatrix(15, 10)).isSymmetric()).toBe(false);
+
+ let m = new SparseMatrix([[0, 1], [1, 0]]);
+ expect(m.isSymmetric()).toBe(true);
+
+ m = new SparseMatrix([[0, 1], [0, 1]]);
+ expect(m.isSymmetric()).toBe(false);
+ });
+
+ it('transpose', () => {
+ const matrix = new SparseMatrix([[1, 2], [3, 4]]);
+ expect(matrix.transpose().to2DArray()).toEqual([[1, 3], [2, 4]]);
+ });
+});
+
+describe('Banded matrices', () => {
+ it('Check band size', () => {
+ const matrix1 = new SparseMatrix([[1, 0], [0, 1]]);
+ const matrix2 = new SparseMatrix([[1, 0, 0], [0, 1, 0]]);
+ const matrix3 = new SparseMatrix([[1, 0, 1], [0, 1, 0]]);
+ const matrix4 = new SparseMatrix([[1, 0, 0], [1, 1, 0]]);
+ const matrix5 = new SparseMatrix([[0, 0, 0], [1, 0, 0], [0, 1, 0]]);
+ expect(matrix1.bandWidth()).toBe(0);
+ expect(matrix2.bandWidth()).toBe(0);
+ expect(matrix3.bandWidth()).toBe(2);
+ expect(matrix4.bandWidth()).toBe(1);
+ expect(matrix5.bandWidth()).toBe(0);
+ });
+
+ it('isBanded', () => {
+ const matrix1 = new SparseMatrix([[1, 0], [0, 1]]);
+ const matrix2 = new SparseMatrix([[1, 0, 0], [0, 1, 0]]);
+ const matrix3 = new SparseMatrix([[1, 0, 1], [0, 1, 0]]);
+ const matrix4 = new SparseMatrix([[1, 0, 0], [1, 1, 0]]);
+ expect(matrix1.isBanded(1)).toBe(true);
+ expect(matrix2.isBanded(1)).toBe(true);
+ expect(matrix3.isBanded(1)).toBe(false);
+ expect(matrix4.isBanded(1)).toBe(true);
+ });
+});
diff --git a/src/SparseMatrix.js b/src/index.js
similarity index 85%
rename from src/SparseMatrix.js
rename to src/index.js
index 4924b26..680a0df 100644
--- a/src/SparseMatrix.js
+++ b/src/index.js
@@ -1,6 +1,6 @@
-const HashTable = require('ml-hash-table');
+import HashTable from 'ml-hash-table';
-class SparseMatrix {
+export class SparseMatrix {
constructor(rows, columns, options = {}) {
if (rows instanceof SparseMatrix) { // clone
const other = rows;
@@ -34,7 +34,7 @@ class SparseMatrix {
this.elements = elements;
this.threshold = threshold || 0;
}
-
+
static eye(rows = 1, columns = rows) {
const min = Math.min(rows, columns);
const matrix = new SparseMatrix(rows, columns, {initialCapacity: min});
@@ -47,7 +47,7 @@ class SparseMatrix {
clone() {
return new SparseMatrix(this);
}
-
+
to2DArray() {
const copy = new Array(this.rows);
for (var i = 0; i < this.rows; i++) {
@@ -77,6 +77,32 @@ class SparseMatrix {
return symmetric;
}
+ /**
+ * Search for the wither band in the main diagonals
+ * @return {number}
+ */
+ bandWidth() {
+ let min = this.columns;
+ let max = -1;
+ this.forEachNonZero((i, j, v) => {
+ let diff = i - j;
+ min = Math.min(min, diff);
+ max = Math.max(max, diff);
+ return v;
+ });
+ return max - min;
+ }
+
+ /**
+ * Test if a matrix is consider banded using a threshold
+ * @param {number} width
+ * @return {boolean}
+ */
+ isBanded(width) {
+ let bandWidth = this.bandWidth();
+ return bandWidth <= width;
+ }
+
get cardinality() {
return this.elements.size;
}
@@ -98,14 +124,16 @@ class SparseMatrix {
}
return this;
}
-
+
mmul(other) {
- if (this.columns !== other.rows)
+ if (this.columns !== other.rows) {
+ // eslint-disable-next-line no-console
console.warn('Number of columns of left matrix are not equal to number of rows of right matrix.');
-
+ }
+
const m = this.rows;
const p = other.columns;
-
+
const result = new SparseMatrix(m, p);
this.forEachNonZero((i, j, v1) => {
other.forEachNonZero((k, l, v2) => {
@@ -181,6 +209,18 @@ class SparseMatrix {
}
return this;
}
+
+ /**
+ * @return {SparseMatrix} - New transposed sparse matrix
+ */
+ transpose() {
+ let trans = new SparseMatrix(this.columns, this.rows, {initialCapacity: this.cardinality});
+ this.forEachNonZero((i, j, value) => {
+ trans.set(j, i, value);
+ return value;
+ });
+ return trans;
+ }
}
SparseMatrix.prototype.klass = 'Matrix';
@@ -188,8 +228,6 @@ SparseMatrix.prototype.klass = 'Matrix';
SparseMatrix.identity = SparseMatrix.eye;
SparseMatrix.prototype.tensorProduct = SparseMatrix.prototype.kroneckerProduct;
-module.exports = SparseMatrix;
-
/*
Add dynamically instance and static methods for mathematical operations
*/
@@ -239,7 +277,7 @@ var staticMethod = `
})
`;
-var operators = [
+const operators = [
// Arithmetic operators
['+', 'add'],
['-', 'sub', 'subtract'],
@@ -255,8 +293,8 @@ var operators = [
['>>>', 'rightShift', 'zeroFillRightShift']
];
-for (var operator of operators) {
- for (var i = 1; i < operator.length; i++) {
+for (const operator of operators) {
+ for (let i = 1; i < operator.length; i++) {
SparseMatrix.prototype[operator[i]] = eval(fillTemplateFunction(inplaceOperator, {name: operator[i], op: operator[0]}));
SparseMatrix.prototype[operator[i] + 'S'] = eval(fillTemplateFunction(inplaceOperatorScalar, {name: operator[i] + 'S', op: operator[0]}));
SparseMatrix.prototype[operator[i] + 'M'] = eval(fillTemplateFunction(inplaceOperatorMatrix, {name: operator[i] + 'M', op: operator[0]}));
@@ -277,15 +315,15 @@ var methods = [
methods.push(['Math.' + mathMethod, mathMethod]);
});
-for (var method of methods) {
- for (var i = 1; i < method.length; i++) {
+for (const method of methods) {
+ for (let i = 1; i < method.length; i++) {
SparseMatrix.prototype[method[i]] = eval(fillTemplateFunction(inplaceMethod, {name: method[i], method: method[0]}));
SparseMatrix[method[i]] = eval(fillTemplateFunction(staticMethod, {name: method[i]}));
}
}
function fillTemplateFunction(template, values) {
- for (var i in values) {
+ for (const i in values) {
template = template.replace(new RegExp('%' + i + '%', 'g'), values[i]);
}
return template;
diff --git a/test/test.js b/test/test.js
deleted file mode 100644
index 2012cf0..0000000
--- a/test/test.js
+++ /dev/null
@@ -1,41 +0,0 @@
-'use strict';
-
-const should = require('should');
-const SparseMatrix = require('..');
-
-describe('Sparse Matrix', function () {
- it('mmul', function () {
- var m1 = new SparseMatrix([[2,0,1],[0,0,3]]);
- var m2 = new SparseMatrix([[0,1],[2,0],[0,0]]);
- var m3 = m1.mmul(m2);
-
- should(m1.cardinality).equal(3);
- should(m2.cardinality).equal(2);
- should(m3.cardinality).equal(1);
-
- should(m3.get(0, 1)).equal(2);
- });
-
- it('kronecker', function () {
- const matrix1 = new SparseMatrix([[1, 2], [3, 4]]);
- const matrix2 = new SparseMatrix([[0, 5], [6, 7]]);
- const product = matrix1.kroneckerProduct(matrix2);
- should(product.to2DArray()).eql([
- [0, 5, 0, 10],
- [6, 7, 12, 14],
- [0, 15, 0, 20],
- [18, 21, 24, 28]
- ]);
- });
-
- it('isSymmetric', function () {
- should((new SparseMatrix(10, 10)).isSymmetric()).true();
- should((new SparseMatrix(15, 10)).isSymmetric()).false();
-
- let m = new SparseMatrix([[0, 1], [1, 0]]);
- should(m.isSymmetric()).true();
-
- m = new SparseMatrix([[0, 1], [0, 1]]);
- should(m.isSymmetric()).false();
- });
-});