Modernize Node.js and TypeScript configuration

.eslintrc.js

@@ -5,7 +5,7 @@ module.exports = {
     'prettier'
   ],
   parserOptions: {
-    ecmaVersion: 2019,
+    ecmaVersion: 2022,
     sourceType: 'module'
   },
   rules: {
@@ -27,7 +27,6 @@ module.exports = {
       'error',
       { varsIgnorePattern: '^_', argsIgnorePattern: '^_' }
     ],
-    '@typescript-eslint/ban-ts-ignore': 'off',
     '@typescript-eslint/no-empty-function': 'off',
     '@typescript-eslint/no-use-before-define': 'off',
     '@typescript-eslint/no-explicit-any': 'off'

.github/workflows/publish.yml

@@ -12,11 +12,11 @@ jobs:
 
     steps:
       - name: Checkout
-        uses: actions/checkout@v1
+        uses: actions/checkout@v4
       - name: Setup Node
-        uses: actions/setup-node@v1
+        uses: actions/setup-node@v4
         with:
-          node-version: 16
+          node-version: 22
       - name: Install, build, and verify
         env:
           CI: true

.github/workflows/test.yml

@@ -12,15 +12,15 @@ jobs:
 
     strategy:
       matrix:
-        node-version: [14.x, 16.x]
+        node-version: [18.x, 20.x, 22.x]
 
     steps:
       - name: Checkout
-        uses: actions/checkout@v1
+        uses: actions/checkout@v4
         with:
           fetch-depth: 1
       - name: Use Node.js ${{ matrix.node-version }}
-        uses: actions/setup-node@v1
+        uses: actions/setup-node@v4
         with:
           node-version: ${{ matrix.node-version }}
       - name: Run Checks

.gitignore

@@ -7,6 +7,7 @@ node_modules/
 # Generated
 coverage/
 temp/
+.husky/_
 
 # Local benchmarks
 benchmarks/local

.husky/pre-commit

@@ -0,0 +1 @@
+npx lint-staged

docs/VECTOR.api.md

@@ -866,7 +866,7 @@ export class SupportVectorMachineClassifier implements Classifier<SupportVectorM
     predict(data: Matrix): Vector;
     predictProbabilities(_data: Matrix): Vector;
     train(data: Matrix, target: Vector): void;
-    }
+}
 
 // @public
 export type SupportVectorMachineHyperparams = GradientDescentParameters & {
@@ -972,6 +972,9 @@ export function zeros(entries: number): Vector;
 // @public
 export function zeros(shape: MatrixShape): Matrix;
 
+// Warnings were encountered during analysis:
+//
+// src/applications/machine-learning/models/LogisticRegressionClassifier.ts:121:3 - (ae-unresolved-inheritdoc-reference) The @inheritDoc reference could not be resolved: The package "@josh-brown/vector" does not have an export "GradientDescentClassifier"
 
 // (No @packageDocumentation comment for this package)
 

docs/api/index.md

@@ -6,7 +6,25 @@
 
 ## Packages
 
-|  Package | Description |
-|  --- | --- |
-|  [@josh-brown/vector](./vector.md) |  |
+<table><thead><tr><th>
+
+Package
+
+
+</th><th>
+
+Description
+
+
+</th></tr></thead>
+<tbody><tr><td>
+
+[@josh-brown/vector](./vector.md)
+
+
+</td><td>
+
+
+</td></tr>
+</tbody></table>
 

docs/api/vector.approximationfunction.md

@@ -6,8 +6,10 @@
 
 A function that takes a vector of inputs and produces an output. This must always be a pure function that is linear in its coefficients.
 
-<b>Signature:</b>
+**Signature:**
 
 ```typescript
-export declare type ApproximationFunction<S> = (input: Vector<S>) => S;
+export type ApproximationFunction<S> = (input: Vector<S>) => S;
 ```
+**References:** [Vector](./vector.vector.md)
+

docs/api/vector.approximationfunctiontemplate.md

@@ -6,8 +6,10 @@
 
 A higher-order function which is used to generate an `ApproximationFunction`<!-- -->. This must be linear in its coefficients, or the result of the linear regression will not be correct.
 
-<b>Signature:</b>
+**Signature:**
 
 ```typescript
-export declare type ApproximationFunctionTemplate<S> = (coefficients: Vector<S>) => ApproximationFunction<S>;
+export type ApproximationFunctionTemplate<S> = (coefficients: Vector<S>) => ApproximationFunction<S>;
 ```
+**References:** [Vector](./vector.vector.md)<!-- -->, [ApproximationFunction](./vector.approximationfunction.md)
+

docs/api/vector.arraymatrix.add.md

@@ -6,19 +6,49 @@
 
 Implements matrix addition
 
-<b>Signature:</b>
+**Signature:**
 
 ```typescript
 add(other: Matrix<S>): Matrix<S>;
 ```
 
 ## Parameters
 
-|  Parameter | Type | Description |
-|  --- | --- | --- |
-|  other | [Matrix](./vector.matrix.md)<!-- -->&lt;S&gt; | The matrix to add |
+<table><thead><tr><th>
 
-<b>Returns:</b>
+Parameter
+
+
+</th><th>
+
+Type
+
+
+</th><th>
+
+Description
+
+
+</th></tr></thead>
+<tbody><tr><td>
+
+other
+
+
+</td><td>
+
+[Matrix](./vector.matrix.md)<!-- -->&lt;S&gt;
+
+
+</td><td>
+
+The matrix to add
+
+
+</td></tr>
+</tbody></table>
+
+**Returns:**
 
 [Matrix](./vector.matrix.md)<!-- -->&lt;S&gt;
 

docs/api/vector.arraymatrix.adjoint.md

@@ -6,12 +6,12 @@
 
 Returns the adjoint of the matrix
 
-<b>Signature:</b>
+**Signature:**
 
 ```typescript
 adjoint(): Matrix<S>;
 ```
-<b>Returns:</b>
+**Returns:**
 
 [Matrix](./vector.matrix.md)<!-- -->&lt;S&gt;
 

docs/api/vector.arraymatrix.apply.md

@@ -6,19 +6,49 @@
 
 Applies the matrix as a linear transformation to the given vector. Implements matrix-vector multiplication.
 
-<b>Signature:</b>
+**Signature:**
 
 ```typescript
 apply(vector: Vector<S>): Vector<S>;
 ```
 
 ## Parameters
 
-|  Parameter | Type | Description |
-|  --- | --- | --- |
-|  vector | [Vector](./vector.vector.md)<!-- -->&lt;S&gt; | the vector that should be transformed by the matrix |
+<table><thead><tr><th>
 
-<b>Returns:</b>
+Parameter
+
+
+</th><th>
+
+Type
+
+
+</th><th>
+
+Description
+
+
+</th></tr></thead>
+<tbody><tr><td>
+
+vector
+
+
+</td><td>
+
+[Vector](./vector.vector.md)<!-- -->&lt;S&gt;
+
+
+</td><td>
+
+the vector that should be transformed by the matrix
+
+
+</td></tr>
+</tbody></table>
+
+**Returns:**
 
 [Vector](./vector.vector.md)<!-- -->&lt;S&gt;
 

docs/api/vector.arraymatrix.builder.md

@@ -6,12 +6,12 @@
 
 Returns a [MatrixBuilder](./vector.matrixbuilder.md) which will build new matrices of the same type
 
-<b>Signature:</b>
+**Signature:**
 
 ```typescript
 abstract builder(): MatrixBuilder<S, Vector<S>, Matrix<S>>;
 ```
-<b>Returns:</b>
+**Returns:**
 
 [MatrixBuilder](./vector.matrixbuilder.md)<!-- -->&lt;S, [Vector](./vector.vector.md)<!-- -->&lt;S&gt;, [Matrix](./vector.matrix.md)<!-- -->&lt;S&gt;&gt;
 

docs/api/vector.arraymatrix.combine.md

@@ -6,20 +6,61 @@
 
 Builds a matrix by combining element-wise the values of this matrix with the values of another matrix.
 
-<b>Signature:</b>
+**Signature:**
 
 ```typescript
 combine(other: Matrix<S>, combineEntries: (a: S, b: S) => S): Matrix<S>;
 ```
 
 ## Parameters
 
-|  Parameter | Type | Description |
-|  --- | --- | --- |
-|  other | [Matrix](./vector.matrix.md)<!-- -->&lt;S&gt; |  |
-|  combineEntries | (a: S, b: S) =&gt; S |  |
+<table><thead><tr><th>
 
-<b>Returns:</b>
+Parameter
+
+
+</th><th>
+
+Type
+
+
+</th><th>
+
+Description
+
+
+</th></tr></thead>
+<tbody><tr><td>
+
+other
+
+
+</td><td>
+
+[Matrix](./vector.matrix.md)<!-- -->&lt;S&gt;
+
+
+</td><td>
+
+
+</td></tr>
+<tr><td>
+
+combineEntries
+
+
+</td><td>
+
+(a: S, b: S) =&gt; S
+
+
+</td><td>
+
+
+</td></tr>
+</tbody></table>
+
+**Returns:**
 
 [Matrix](./vector.matrix.md)<!-- -->&lt;S&gt;
 

docs/api/vector.arraymatrix.equals.md

@@ -6,19 +6,49 @@
 
 Tests if two matrices are equal
 
-<b>Signature:</b>
+**Signature:**
 
 ```typescript
 equals(other: Matrix<S>): boolean;
 ```
 
 ## Parameters
 
-|  Parameter | Type | Description |
-|  --- | --- | --- |
-|  other | [Matrix](./vector.matrix.md)<!-- -->&lt;S&gt; | The matrix against which to compare |
+<table><thead><tr><th>
 
-<b>Returns:</b>
+Parameter
+
+
+</th><th>
+
+Type
+
+
+</th><th>
+
+Description
+
+
+</th></tr></thead>
+<tbody><tr><td>
+
+other
+
+
+</td><td>
+
+[Matrix](./vector.matrix.md)<!-- -->&lt;S&gt;
+
+
+</td><td>
+
+The matrix against which to compare
+
+
+</td></tr>
+</tbody></table>
+
+**Returns:**
 
 boolean