From 7c76b9ca3e24663a355e8d4da591f5e9553e5ca7 Mon Sep 17 00:00:00 2001
From: Aadish Jain <firestorm@AadishJain.>
Date: Sat, 14 Dec 2024 22:54:41 +0000
Subject: [PATCH 1/6] feat(t-mode): adding all the required functionality of t
 mode

---
 .../@stdlib/stats/base/dists/t/mode/README.md |  93 ++++++++++
 .../base/dists/t/mode/benchmark/benchmark.js  |  26 +--
 .../t/mode/benchmark/benchmark.native.js      |  67 +++++++
 .../base/dists/t/mode/benchmark/c/Makefile    | 146 +++++++++++++++
 .../base/dists/t/mode/benchmark/c/benchmark.c | 138 ++++++++++++++
 .../stats/base/dists/t/mode/binding.gyp       | 170 ++++++++++++++++++
 .../base/dists/t/mode/examples/c/Makefile     | 146 +++++++++++++++
 .../base/dists/t/mode/examples/c/example.c    |  38 ++++
 .../stats/base/dists/t/mode/include.gypi      |  53 ++++++
 .../include/stdlib/stats/base/dists/t/mode.h  |  45 +++++
 .../stats/base/dists/t/mode/lib/native.js     |  58 ++++++
 .../stats/base/dists/t/mode/manifest.json     |  76 ++++++++
 .../stats/base/dists/t/mode/package.json      |   3 +
 .../stats/base/dists/t/mode/src/Makefile      |  70 ++++++++
 .../stats/base/dists/t/mode/src/addon.c       |  23 +++
 .../stats/base/dists/t/mode/src/main.c        |  37 ++++
 .../base/dists/t/mode/test/test.native.js     |  76 ++++++++
 17 files changed, 1255 insertions(+), 10 deletions(-)
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.native.js
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/c/Makefile
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/c/benchmark.c
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/mode/binding.gyp
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/mode/examples/c/Makefile
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/mode/examples/c/example.c
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/mode/include.gypi
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/mode/include/stdlib/stats/base/dists/t/mode.h
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/mode/lib/native.js
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/mode/manifest.json
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/mode/src/Makefile
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/mode/src/addon.c
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/mode/src/main.c
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/t/mode/test/test.native.js

diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/README.md b/lib/node_modules/@stdlib/stats/base/dists/t/mode/README.md
index 9ed11279665d..fab48dc55b73 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/mode/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/README.md
@@ -114,6 +114,99 @@ for ( i = 0; i < 10; i++ ) {
 
 <!-- /.examples -->
 
+<!-- C interface documentation. -->
+
+* * *
+
+<section class="c">
+
+## C APIs
+
+<!-- Section to include introductory text. Make sure to keep an empty line after the intro `section` element and another before the `/section` close. -->
+
+<section class="intro">
+
+</section>
+
+<!-- /.intro -->
+
+<!-- C usage documentation. -->
+
+<section class="usage">
+
+### Usage
+
+```c
+#include "stdlib/stats/base/dists/t/mode.h"
+```
+
+#### stdlib_base_dists_t_mode( v )
+
+Evaluates the mode for a Student's t-distribution.
+
+```c
+double out = stdlib_base_dists_t_mode( 5.0 );
+// returns 0.0
+```
+
+The function accepts the following arguments:
+
+-   **v**: `[in] double` input value.
+
+```c
+double stdlib_base_dists_t_mode( const double v );
+```
+
+</section>
+
+<!-- /.usage -->
+
+<!-- C API usage notes. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
+
+<section class="notes">
+
+</section>
+
+<!-- /.notes -->
+
+<!-- C API usage examples. -->
+
+<section class="examples">
+
+### Examples
+
+```c
+#include "stdlib/stats/base/dists/t/mode.h"
+#include <stdlib.h>
+#include <stdio.h>
+
+static double random_uniform( const double min, const double max ) {
+    double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
+    return min + ( v*(max-min) );
+}
+
+int main( void ) {
+    double v;
+    double y;
+    int i;
+    
+    for ( i = 0; i < 25; i++ ) {
+        v = random_uniform( 0.0, 100.0 );
+        y = stdlib_base_dists_t_mode( v );
+        printf( "v: %lf, mode: %lf\n", v, y );
+    }
+}
+```
+
+</section>
+
+<!-- /.examples -->
+
+</section>
+
+<!-- /.c -->
+
+
 <!-- Section to include cited references. If references are included, add a horizontal rule *before* the section. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
 
 <section class="references">
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.js
index b603f97859f2..813767737057 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.js
@@ -21,32 +21,38 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
+var Float64Array = require( '@stdlib/array/float64' );
 var randu = require( '@stdlib/random/base/randu' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
-var EPS = require( '@stdlib/constants/float64/eps' );
 var pkg = require( './../package.json' ).name;
 var mode = require( './../lib' );
 
 
 // MAIN //
 
-bench( pkg, function benchmark( b ) {
+bench(pkg, function benchmark(b) {
+	var len;
 	var v;
 	var y;
 	var i;
 
+	len = 100;
+	v = new Float64Array(len);
+	for (i = 0; i < len; i++) {
+		v[i] = (randu() * 100.0);
+	}
+
 	b.tic();
-	for ( i = 0; i < b.iterations; i++ ) {
-		v = ( randu()*20.0 ) + 1.0 + EPS;
-		y = mode( v );
-		if ( isnan( y ) ) {
-			b.fail( 'should not return NaN' );
+	for (i = 0; i < b.iterations; i++) {
+		y = mode(v[i % len]);
+		if (isnan(y)) {
+			b.fail('should not return NaN');
 		}
 	}
 	b.toc();
-	if ( isnan( y ) ) {
-		b.fail( 'should not return NaN' );
+	if (isnan(y)) {
+		b.fail('should not return NaN');
 	}
-	b.pass( 'benchmark finished' );
+	b.pass('benchmark finished');
 	b.end();
 });
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.native.js
new file mode 100644
index 000000000000..e5454a3dac5d
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.native.js
@@ -0,0 +1,67 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+'use strict';
+
+// MODULES //
+
+var resolve = require( 'path' ).resolve;
+var bench = require( '@stdlib/bench' );
+var Float64Array = require( '@stdlib/array/float64' );
+var randu = require( '@stdlib/random/base/randu' );
+var isnan = require( '@stdlib/math/base/assert/is-nan' );
+var tryRequire = require( '@stdlib/utils/try-require' );
+var pkg = require( './../package.json' ).name;
+
+
+// VARIABLES //
+
+var mode = tryRequire(resolve(__dirname, './../lib/native.js'));
+var opts = {
+	'skip': (mode instanceof Error)
+};
+
+
+// MAIN //
+
+bench(pkg + '::native', opts, function benchmark(b) {
+	var len;
+	var v;
+	var y;
+	var i;
+
+	len = 100;
+	v = new Float64Array(len);
+	for (i = 0; i < len; i++) {
+		v[i] = (randu() * 100.0);
+	}
+
+	b.tic();
+	for (i = 0; i < b.iterations; i++) {
+		y = mode(v[i % len]);
+		if (isnan(y)) {
+			b.fail('should not return NaN');
+		}
+	}
+	b.toc();
+	if (isnan(y)) {
+		b.fail('should not return NaN');
+	}
+	b.pass('benchmark finished');
+	b.end();
+});
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/c/Makefile b/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/c/Makefile
new file mode 100644
index 000000000000..f69e9da2b4d3
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/c/Makefile
@@ -0,0 +1,146 @@
+#/
+# @license Apache-2.0
+#
+# Copyright (c) 2024 The Stdlib Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#/
+
+# VARIABLES #
+
+ifndef VERBOSE
+	QUIET := @
+else
+	QUIET :=
+endif
+
+# Determine the OS ([1][1], [2][2]).
+#
+# [1]: https://en.wikipedia.org/wiki/Uname#Examples
+# [2]: http://stackoverflow.com/a/27776822/2225624
+OS ?= $(shell uname)
+ifneq (, $(findstring MINGW,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring MSYS,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring CYGWIN,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring Windows_NT,$(OS)))
+	OS := WINNT
+endif
+endif
+endif
+endif
+
+# Define the program used for compiling C source files:
+ifdef C_COMPILER
+	CC := $(C_COMPILER)
+else
+	CC := gcc
+endif
+
+# Define the command-line options when compiling C files:
+CFLAGS ?= \
+	-std=c99 \
+	-O3 \
+	-Wall \
+	-pedantic
+
+# Determine whether to generate position independent code ([1][1], [2][2]).
+#
+# [1]: https://gcc.gnu.org/onlinedocs/gcc/Code-Gen-Options.html#Code-Gen-Options
+# [2]: http://stackoverflow.com/questions/5311515/gcc-fpic-option
+ifeq ($(OS), WINNT)
+	fPIC ?=
+else
+	fPIC ?= -fPIC
+endif
+
+# List of includes (e.g., `-I /foo/bar -I /beep/boop/include`):
+INCLUDE ?=
+
+# List of source files:
+SOURCE_FILES ?=
+
+# List of libraries (e.g., `-lopenblas -lpthread`):
+LIBRARIES ?=
+
+# List of library paths (e.g., `-L /foo/bar -L /beep/boop`):
+LIBPATH ?=
+
+# List of C targets:
+c_targets := benchmark.out
+
+
+# RULES #
+
+#/
+# Compiles source files.
+#
+# @param {string} [C_COMPILER] - C compiler (e.g., `gcc`)
+# @param {string} [CFLAGS] - C compiler options
+# @param {(string|void)} [fPIC] - compiler flag determining whether to generate position independent code (e.g., `-fPIC`)
+# @param {string} [INCLUDE] - list of includes (e.g., `-I /foo/bar -I /beep/boop/include`)
+# @param {string} [SOURCE_FILES] - list of source files
+# @param {string} [LIBPATH] - list of library paths (e.g., `-L /foo/bar -L /beep/boop`)
+# @param {string} [LIBRARIES] - list of libraries (e.g., `-lopenblas -lpthread`)
+#
+# @example
+# make
+#
+# @example
+# make all
+#/
+all: $(c_targets)
+
+.PHONY: all
+
+#/
+# Compiles C source files.
+#
+# @private
+# @param {string} CC - C compiler (e.g., `gcc`)
+# @param {string} CFLAGS - C compiler options
+# @param {(string|void)} fPIC - compiler flag determining whether to generate position independent code (e.g., `-fPIC`)
+# @param {string} INCLUDE - list of includes (e.g., `-I /foo/bar`)
+# @param {string} SOURCE_FILES - list of source files
+# @param {string} LIBPATH - list of library paths (e.g., `-L /foo/bar`)
+# @param {string} LIBRARIES - list of libraries (e.g., `-lopenblas`)
+#/
+$(c_targets): %.out: %.c
+	$(QUIET) $(CC) $(CFLAGS) $(fPIC) $(INCLUDE) -o $@ $(SOURCE_FILES) $< $(LIBPATH) -lm $(LIBRARIES)
+
+#/
+# Runs compiled benchmarks.
+#
+# @example
+# make run
+#/
+run: $(c_targets)
+	$(QUIET) ./$<
+
+.PHONY: run
+
+#/
+# Removes generated files.
+#
+# @example
+# make clean
+#/
+clean:
+	$(QUIET) -rm -f *.o *.out
+
+.PHONY: clean
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/c/benchmark.c
new file mode 100644
index 000000000000..d915f6948ab7
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/c/benchmark.c
@@ -0,0 +1,138 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+#include <sys/time.h>
+#include "stdlib/stats/base/dists/t/mode.h"
+#include <math.h>
+#include <stdio.h>
+#include <stdlib.h>
+#include <time.h>
+
+#define NAME "t-mode"
+#define ITERATIONS 1000000
+#define REPEATS 3
+
+/**
+* Prints the TAP version.
+*/
+static void print_version( void ) {
+	printf( "TAP version 13\n" );
+}
+
+/**
+* Prints the TAP summary.
+*
+* @param total     total number of tests
+* @param passing   total number of passing tests
+*/
+static void print_summary( int total, int passing ) {
+	printf( "#\n" );
+	printf( "1..%d\n", total ); // TAP plan
+	printf( "# total %d\n", total );
+	printf( "# pass  %d\n", passing );
+	printf( "#\n" );
+	printf( "# ok\n" );
+}
+
+/**
+* Prints benchmarks results.
+*
+* @param elapsed   elapsed time in seconds
+*/
+static void print_results( double elapsed ) {
+	double rate = (double)ITERATIONS / elapsed;
+	printf( "  ---\n" );
+	printf( "  iterations: %d\n", ITERATIONS );
+	printf( "  elapsed: %0.9f\n", elapsed );
+	printf( "  rate: %0.9f\n", rate );
+	printf( "  ...\n" );
+}
+
+/**
+* Returns a clock time.
+*
+* @return clock time
+*/
+static double tic( void ) {
+	struct timeval now;
+	gettimeofday( &now, NULL );
+	return (double)now.tv_sec + (double)now.tv_usec / 1.0e6;
+}
+
+/**
+* Generates a random number on the interval [min,max).
+*
+* @param min    minimum value (inclusive)
+* @param max    maximum value (exclusive)
+* @return       random number
+*/
+static double random_uniform( const double min, const double max ) {
+	double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
+	return min + ( v * ( max - min ) );
+}
+
+/**
+* Runs a benchmark.
+*
+* @return elapsed time in seconds
+*/
+static double benchmark( void ) {
+	double elapsed;
+	double v[ 100 ];
+	double y;
+	double t;
+	int i;
+
+	for ( i = 0; i < 100; i++ ) {
+		v[ i ] = random_uniform( 0.0, 100.0 );
+	}
+
+	t = tic();
+	for ( i = 0; i < ITERATIONS; i++ ) {
+		y = stdlib_base_dists_t_mode( v[ i % 100 ] );
+		if ( y != y ) {
+			printf( "should not return NaN\n" );
+			break;
+		}
+	}
+	elapsed = tic() - t;
+	if ( y != y ) {
+		printf( "should not return NaN\n" );
+	}
+	return elapsed;
+}
+
+/**
+* Main execution sequence.
+*/
+int main( void ) {
+	double elapsed;
+	int i;
+
+	// Use the current time to seed the random number generator:
+	srand( time( NULL ) );
+
+	print_version();
+	for ( i = 0; i < REPEATS; i++ ) {
+		printf( "# c::%s\n", NAME );
+		elapsed = benchmark();
+		print_results( elapsed );
+		printf( "ok %d benchmark finished\n", i + 1 );
+	}
+	print_summary( REPEATS, REPEATS );
+}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/binding.gyp b/lib/node_modules/@stdlib/stats/base/dists/t/mode/binding.gyp
new file mode 100644
index 000000000000..ec3992233442
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/binding.gyp
@@ -0,0 +1,170 @@
+# @license Apache-2.0
+#
+# Copyright (c) 2024 The Stdlib Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# A `.gyp` file for building a Node.js native add-on.
+#
+# [1]: https://gyp.gsrc.io/docs/InputFormatReference.md
+# [2]: https://gyp.gsrc.io/docs/UserDocumentation.md
+{
+  # List of files to include in this file:
+  'includes': [
+    './include.gypi',
+  ],
+
+  # Define variables to be used throughout the configuration for all targets:
+  'variables': {
+    # Target name should match the add-on export name:
+    'addon_target_name%': 'addon',
+
+    # Set variables based on the host OS:
+    'conditions': [
+      [
+        'OS=="win"',
+        {
+          # Define the object file suffix:
+          'obj': 'obj',
+        },
+        {
+          # Define the object file suffix:
+          'obj': 'o',
+        }
+      ], # end condition (OS=="win")
+    ], # end conditions
+  }, # end variables
+
+  # Define compile targets:
+  'targets': [
+
+    # Target to generate an add-on:
+    {
+      # The target name should match the add-on export name:
+      'target_name': '<(addon_target_name)',
+
+      # Define dependencies:
+      'dependencies': [],
+
+      # Define directories which contain relevant include headers:
+      'include_dirs': [
+        # Local include directory:
+        '<@(include_dirs)',
+      ],
+
+      # List of source files:
+      'sources': [
+        '<@(src_files)',
+      ],
+
+      # Settings which should be applied when a target's object files are used as linker input:
+      'link_settings': {
+        # Define libraries:
+        'libraries': [
+          '<@(libraries)',
+        ],
+
+        # Define library directories:
+        'library_dirs': [
+          '<@(library_dirs)',
+        ],
+      },
+
+      # C/C++ compiler flags:
+      'cflags': [
+        # Enable commonly used warning options:
+        '-Wall',
+
+        # Aggressive optimization:
+        '-O3',
+      ],
+
+      # C specific compiler flags:
+      'cflags_c': [
+        # Specify the C standard to which a program is expected to conform:
+        '-std=c99',
+      ],
+
+      # C++ specific compiler flags:
+      'cflags_cpp': [
+        # Specify the C++ standard to which a program is expected to conform:
+        '-std=c++11',
+      ],
+
+      # Linker flags:
+      'ldflags': [],
+
+      # Apply conditions based on the host OS:
+      'conditions': [
+        [
+          'OS=="mac"',
+          {
+            # Linker flags:
+            'ldflags': [
+              '-undefined dynamic_lookup',
+              '-Wl,-no-pie',
+              '-Wl,-search_paths_first',
+            ],
+          },
+        ], # end condition (OS=="mac")
+        [
+          'OS!="win"',
+          {
+            # C/C++ flags:
+            'cflags': [
+              # Generate platform-independent code:
+              '-fPIC',
+            ],
+          },
+        ], # end condition (OS!="win")
+      ], # end conditions
+    }, # end target <(addon_target_name)
+
+    # Target to copy a generated add-on to a standard location:
+    {
+      'target_name': 'copy_addon',
+
+      # Declare that the output of this target is not linked:
+      'type': 'none',
+
+      # Define dependencies:
+      'dependencies': [
+        # Require that the add-on be generated before building this target:
+        '<(addon_target_name)',
+      ],
+
+      # Define a list of actions:
+      'actions': [
+        {
+          'action_name': 'copy_addon',
+          'message': 'Copying addon...',
+
+          # Explicitly list the inputs in the command-line invocation below:
+          'inputs': [],
+
+          # Declare the expected outputs:
+          'outputs': [
+            '<(addon_output_dir)/<(addon_target_name).node',
+          ],
+
+          # Define the command-line invocation:
+          'action': [
+            'cp',
+            '<(PRODUCT_DIR)/<(addon_target_name).node',
+            '<(addon_output_dir)/<(addon_target_name).node',
+          ],
+        },
+      ], # end actions
+    }, # end target copy_addon
+  ], # end targets
+}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/examples/c/Makefile b/lib/node_modules/@stdlib/stats/base/dists/t/mode/examples/c/Makefile
new file mode 100644
index 000000000000..6aed70daf167
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/examples/c/Makefile
@@ -0,0 +1,146 @@
+#/
+# @license Apache-2.0
+#
+# Copyright (c) 2024 The Stdlib Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#/
+
+# VARIABLES #
+
+ifndef VERBOSE
+	QUIET := @
+else
+	QUIET :=
+endif
+
+# Determine the OS ([1][1], [2][2]).
+#
+# [1]: https://en.wikipedia.org/wiki/Uname#Examples
+# [2]: http://stackoverflow.com/a/27776822/2225624
+OS ?= $(shell uname)
+ifneq (, $(findstring MINGW,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring MSYS,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring CYGWIN,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring Windows_NT,$(OS)))
+	OS := WINNT
+endif
+endif
+endif
+endif
+
+# Define the program used for compiling C source files:
+ifdef C_COMPILER
+	CC := $(C_COMPILER)
+else
+	CC := gcc
+endif
+
+# Define the command-line options when compiling C files:
+CFLAGS ?= \
+	-std=c99 \
+	-O3 \
+	-Wall \
+	-pedantic
+
+# Determine whether to generate position independent code ([1][1], [2][2]).
+#
+# [1]: https://gcc.gnu.org/onlinedocs/gcc/Code-Gen-Options.html#Code-Gen-Options
+# [2]: http://stackoverflow.com/questions/5311515/gcc-fpic-option
+ifeq ($(OS), WINNT)
+	fPIC ?=
+else
+	fPIC ?= -fPIC
+endif
+
+# List of includes (e.g., `-I /foo/bar -I /beep/boop/include`):
+INCLUDE ?=
+
+# List of source files:
+SOURCE_FILES ?=
+
+# List of libraries (e.g., `-lopenblas -lpthread`):
+LIBRARIES ?=
+
+# List of library paths (e.g., `-L /foo/bar -L /beep/boop`):
+LIBPATH ?=
+
+# List of C targets:
+c_targets := example.out
+
+
+# RULES #
+
+#/
+# Compiles source files.
+#
+# @param {string} [C_COMPILER] - C compiler (e.g., `gcc`)
+# @param {string} [CFLAGS] - C compiler options
+# @param {(string|void)} [fPIC] - compiler flag determining whether to generate position independent code (e.g., `-fPIC`)
+# @param {string} [INCLUDE] - list of includes (e.g., `-I /foo/bar -I /beep/boop/include`)
+# @param {string} [SOURCE_FILES] - list of source files
+# @param {string} [LIBPATH] - list of library paths (e.g., `-L /foo/bar -L /beep/boop`)
+# @param {string} [LIBRARIES] - list of libraries (e.g., `-lopenblas -lpthread`)
+#
+# @example
+# make
+#
+# @example
+# make all
+#/
+all: $(c_targets)
+
+.PHONY: all
+
+#/
+# Compiles C source files.
+#
+# @private
+# @param {string} CC - C compiler (e.g., `gcc`)
+# @param {string} CFLAGS - C compiler options
+# @param {(string|void)} fPIC - compiler flag determining whether to generate position independent code (e.g., `-fPIC`)
+# @param {string} INCLUDE - list of includes (e.g., `-I /foo/bar`)
+# @param {string} SOURCE_FILES - list of source files
+# @param {string} LIBPATH - list of library paths (e.g., `-L /foo/bar`)
+# @param {string} LIBRARIES - list of libraries (e.g., `-lopenblas`)
+#/
+$(c_targets): %.out: %.c
+	$(QUIET) $(CC) $(CFLAGS) $(fPIC) $(INCLUDE) -o $@ $(SOURCE_FILES) $< $(LIBPATH) -lm $(LIBRARIES)
+
+#/
+# Runs compiled examples.
+#
+# @example
+# make run
+#/
+run: $(c_targets)
+	$(QUIET) ./$<
+
+.PHONY: run
+
+#/
+# Removes generated files.
+#
+# @example
+# make clean
+#/
+clean:
+	$(QUIET) -rm -f *.o *.out
+
+.PHONY: clean
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/examples/c/example.c b/lib/node_modules/@stdlib/stats/base/dists/t/mode/examples/c/example.c
new file mode 100644
index 000000000000..32a03ca914e8
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/examples/c/example.c
@@ -0,0 +1,38 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+#include "stdlib/stats/base/dists/t/mode.h"
+#include <stdio.h>
+#include <stdlib.h>
+
+static double random_uniform( const double min, const double max ) {
+	double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
+	return min + ( v * ( max - min ) );
+}
+
+int main( void ) {
+	double v;
+	double y;
+	int i;
+
+	for ( i = 0; i < 25; i++ ) {
+		v = random_uniform( 0.0, 100.0 );
+		y = stdlib_base_dists_t_mode( v );
+		printf( "v: %lf, mode: %lf\n", v, y );
+	}
+}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/include.gypi b/lib/node_modules/@stdlib/stats/base/dists/t/mode/include.gypi
new file mode 100644
index 000000000000..575cb043c0bf
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/include.gypi
@@ -0,0 +1,53 @@
+# @license Apache-2.0
+#
+# Copyright (c) 2024 The Stdlib Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# A GYP include file for building a Node.js native add-on.
+#
+# Main documentation:
+#
+# [1]: https://gyp.gsrc.io/docs/InputFormatReference.md
+# [2]: https://gyp.gsrc.io/docs/UserDocumentation.md
+{
+  # Define variables to be used throughout the configuration for all targets:
+  'variables': {
+    # Source directory:
+    'src_dir': './src',
+
+    # Include directories:
+    'include_dirs': [
+      '<!@(node -e "var arr = require(\'@stdlib/utils/library-manifest\')(\'./manifest.json\',{},{\'basedir\':process.cwd(),\'paths\':\'posix\'}).include; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }")',
+    ],
+
+    # Add-on destination directory:
+    'addon_output_dir': './src',
+
+    # Source files:
+    'src_files': [
+      '<(src_dir)/addon.c',
+      '<!@(node -e "var arr = require(\'@stdlib/utils/library-manifest\')(\'./manifest.json\',{},{\'basedir\':process.cwd(),\'paths\':\'posix\'}).src; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }")',
+    ],
+
+    # Library dependencies:
+    'libraries': [
+      '<!@(node -e "var arr = require(\'@stdlib/utils/library-manifest\')(\'./manifest.json\',{},{\'basedir\':process.cwd(),\'paths\':\'posix\'}).libraries; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }")',
+    ],
+
+    # Library directories:
+    'library_dirs': [
+      '<!@(node -e "var arr = require(\'@stdlib/utils/library-manifest\')(\'./manifest.json\',{},{\'basedir\':process.cwd(),\'paths\':\'posix\'}).libpath; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }")',
+    ],
+  }, # end variables
+}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/include/stdlib/stats/base/dists/t/mode.h b/lib/node_modules/@stdlib/stats/base/dists/t/mode/include/stdlib/stats/base/dists/t/mode.h
new file mode 100644
index 000000000000..c54ea8f80afd
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/include/stdlib/stats/base/dists/t/mode.h
@@ -0,0 +1,45 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+#ifndef STDLIB_STATS_BASE_DISTS_T_MODE_H
+#define STDLIB_STATS_BASE_DISTS_T_MODE_H
+
+/*
+* If C++, prevent name mangling so that the compiler emits a binary file having undecorated names, thus mirroring the behavior of a C compiler.
+*/
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+/**
+* Evaluates the mode for a Student's t-distribution with degrees of freedom `v`.
+*
+* @param v    degrees of freedom
+* @return     mode
+*
+* @example
+* double y = stdlib_base_dists_t_mode( 5.0 );
+* // returns 0.0
+*/
+double stdlib_base_dists_t_mode( const double v );
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif // !STDLIB_STATS_BASE_DISTS_T_MODE_H
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/t/mode/lib/native.js
new file mode 100644
index 000000000000..9d5ed7d2a019
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/lib/native.js
@@ -0,0 +1,58 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+'use strict';
+
+// MODULES //
+
+var addon = require( './../src/addon.node' );
+
+
+// MAIN //
+
+/**
+* Evaluates the mode for a Student's t-distribution with degrees of freedom `v`.
+*
+* @private
+* @param {number} v - degrees of freedom
+* @returns {number} mode
+*
+* @example
+* var y = mode( 5.0 );
+* // returns 0.0
+*
+* @example
+* var y = mode( 3.0 );
+* // returns 0.0
+*
+* @example
+* var y = mode( NaN );
+* // returns NaN
+*
+* @example
+* var y = mode( -1.0 );
+* // returns NaN
+*/
+function mode(v) {
+	return addon(v);
+}
+
+
+// EXPORTS //
+
+module.exports = mode;
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/manifest.json b/lib/node_modules/@stdlib/stats/base/dists/t/mode/manifest.json
new file mode 100644
index 000000000000..7b4b4c8eae44
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/manifest.json
@@ -0,0 +1,76 @@
+{
+  "options": {
+    "task": "build",
+    "wasm": false
+  },
+  "fields": [
+    {
+      "field": "src",
+      "resolve": true,
+      "relative": true
+    },
+    {
+      "field": "include",
+      "resolve": true,
+      "relative": true
+    },
+    {
+      "field": "libraries",
+      "resolve": false,
+      "relative": false
+    },
+    {
+      "field": "libpath",
+      "resolve": true,
+      "relative": false
+    }
+  ],
+  "confs": [
+    {
+      "task": "build",
+      "wasm": false,
+      "src": [
+        "./src/main.c"
+      ],
+      "include": [
+        "./include"
+      ],
+      "libraries": [],
+      "libpath": [],
+      "dependencies": [
+        "@stdlib/math/base/napi/unary",
+        "@stdlib/math/base/assert/is-nan"
+      ]
+    },
+    {
+      "task": "benchmark",
+      "wasm": false,
+      "src": [
+        "./src/main.c"
+      ],
+      "include": [
+        "./include"
+      ],
+      "libraries": [],
+      "libpath": [],
+      "dependencies": [
+        "@stdlib/math/base/assert/is-nan"
+      ]
+    },
+    {
+      "task": "examples",
+      "wasm": false,
+      "src": [
+        "./src/main.c"
+      ],
+      "include": [
+        "./include"
+      ],
+      "libraries": [],
+      "libpath": [],
+      "dependencies": [
+        "@stdlib/math/base/assert/is-nan"
+      ]
+    }
+  ]
+}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/package.json b/lib/node_modules/@stdlib/stats/base/dists/t/mode/package.json
index fb56c0394a38..f3dcbd084eae 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/mode/package.json
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/package.json
@@ -14,11 +14,14 @@
     }
   ],
   "main": "./lib",
+  "gypfile": true,
   "directories": {
     "benchmark": "./benchmark",
     "doc": "./docs",
     "example": "./examples",
+    "include": "./include",
     "lib": "./lib",
+    "src": "./src",
     "test": "./test"
   },
   "types": "./docs/types",
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/src/Makefile b/lib/node_modules/@stdlib/stats/base/dists/t/mode/src/Makefile
new file mode 100644
index 000000000000..bcf18aa46655
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/src/Makefile
@@ -0,0 +1,70 @@
+#/
+# @license Apache-2.0
+#
+# Copyright (c) 2024 The Stdlib Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#/
+
+# VARIABLES #
+
+ifndef VERBOSE
+	QUIET := @
+else
+	QUIET :=
+endif
+
+# Determine the OS ([1][1], [2][2]).
+#
+# [1]: https://en.wikipedia.org/wiki/Uname#Examples
+# [2]: http://stackoverflow.com/a/27776822/2225624
+OS ?= $(shell uname)
+ifneq (, $(findstring MINGW,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring MSYS,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring CYGWIN,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring Windows_NT,$(OS)))
+	OS := WINNT
+endif
+endif
+endif
+endif
+
+
+# RULES #
+
+#/
+# Removes generated files for building an add-on.
+#
+# @example
+# make clean-addon
+#/
+clean-addon:
+	$(QUIET) -rm -f *.o *.node
+
+.PHONY: clean-addon
+
+#/
+# Removes generated files.
+#
+# @example
+# make clean
+#/
+clean: clean-addon
+
+.PHONY: clean
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/src/addon.c b/lib/node_modules/@stdlib/stats/base/dists/t/mode/src/addon.c
new file mode 100644
index 000000000000..f415bcdf978f
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/src/addon.c
@@ -0,0 +1,23 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+#include "stdlib/math/base/napi/unary.h"
+#include "stdlib/stats/base/dists/t/mode.h"
+
+// cppcheck-suppress shadowFunction
+STDLIB_MATH_BASE_NAPI_MODULE_D_D( stdlib_base_dists_t_mode )
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/t/mode/src/main.c
new file mode 100644
index 000000000000..a6c8760afb73
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/src/main.c
@@ -0,0 +1,37 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+#include "stdlib/math/base/assert/is_nan.h"
+#include "stdlib/stats/base/dists/t/mode.h"
+
+/**
+* Evaluates the mode for a Student's t-distribution with degrees of freedom `v`.
+*
+* @param v    degrees of freedom
+* @return     mode
+*
+* @example
+* double y = stdlib_base_dists_t_mode( 5.0 );
+* // returns 0.0
+*/
+double stdlib_base_dists_t_mode( const double v ) {
+	if ( stdlib_base_is_nan( v ) || v < 0.0) {
+		return 0.0 / 0.0; // NaN
+	}
+	return 0.0;
+}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/test/test.native.js b/lib/node_modules/@stdlib/stats/base/dists/t/mode/test/test.native.js
new file mode 100644
index 000000000000..20bcaf616227
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/test/test.native.js
@@ -0,0 +1,76 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2024 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+'use strict';
+
+// MODULES //
+
+var resolve = require( 'path' ).resolve;
+var tape = require( 'tape' );
+var tryRequire = require( '@stdlib/utils/try-require' );
+var isnan = require( '@stdlib/math/base/assert/is-nan' );
+
+
+// VARIABLES //
+
+var mode = tryRequire(resolve(__dirname, './../lib/native.js'));
+var opts = {
+	'skip': (mode instanceof Error)
+};
+
+
+// TESTS //
+
+tape('main export is a function', opts, function test(t) {
+	t.ok(true, __filename);
+	t.strictEqual(typeof mode, 'function', 'main export is a function');
+	t.end();
+});
+
+tape('if provided `NaN` for the parameter, the function returns `NaN`', opts, function test(t) {
+	var y = mode(NaN);
+	t.equal(isnan(y), true, 'returns NaN');
+	t.end();
+});
+
+tape('if provided a negative value for `v`, the function returns `NaN`', opts, function test(t) {
+	var y;
+
+	y = mode(-1.0);
+	t.equal(isnan(y), true, 'returns NaN');
+
+	y = mode(-0.5);
+	t.equal(isnan(y), true, 'returns NaN');
+
+	t.end();
+});
+
+tape('the function evaluates the mode for a Student\'s t-distribution', opts, function test(t) {
+	var y;
+
+	y = mode(3.0);
+	t.equal(y, 0.0, 'returns 0.0');
+
+	y = mode(5.0);
+	t.equal(y, 0.0, 'returns 0.0');
+
+	y = mode(10.0);
+	t.equal(y, 0.0, 'returns 0.0');
+
+	t.end();
+});

From 986de43cb026bc37cc77a9f415a2d9814c049802 Mon Sep 17 00:00:00 2001
From: Aadish Jain <firestorm@AadishJain.>
Date: Sat, 14 Dec 2024 23:42:56 +0000
Subject: [PATCH 2/6] feat(t-mode): fixing test.native.js

---
 .../base/dists/t/mode/test/test.native.js     | 39 +++++++++++--------
 1 file changed, 22 insertions(+), 17 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/test/test.native.js b/lib/node_modules/@stdlib/stats/base/dists/t/mode/test/test.native.js
index 20bcaf616227..313a1b607186 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/mode/test/test.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/test/test.native.js
@@ -26,11 +26,16 @@ var tryRequire = require( '@stdlib/utils/try-require' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 
 
+// FIXTURES //
+
+var data = require( './fixtures/julia/data.json' );
+
+
 // VARIABLES //
 
-var mode = tryRequire(resolve(__dirname, './../lib/native.js'));
+var median = tryRequire(resolve(__dirname, './../lib/native.js'));
 var opts = {
-	'skip': (mode instanceof Error)
+	'skip': (median instanceof Error)
 };
 
 
@@ -38,12 +43,12 @@ var opts = {
 
 tape('main export is a function', opts, function test(t) {
 	t.ok(true, __filename);
-	t.strictEqual(typeof mode, 'function', 'main export is a function');
+	t.strictEqual(typeof median, 'function', 'main export is a function');
 	t.end();
 });
 
 tape('if provided `NaN` for the parameter, the function returns `NaN`', opts, function test(t) {
-	var y = mode(NaN);
+	var y = median(NaN);
 	t.equal(isnan(y), true, 'returns NaN');
 	t.end();
 });
@@ -51,26 +56,26 @@ tape('if provided `NaN` for the parameter, the function returns `NaN`', opts, fu
 tape('if provided a negative value for `v`, the function returns `NaN`', opts, function test(t) {
 	var y;
 
-	y = mode(-1.0);
+	y = median(-1.0);
 	t.equal(isnan(y), true, 'returns NaN');
 
-	y = mode(-0.5);
+	y = median(-0.5);
 	t.equal(isnan(y), true, 'returns NaN');
 
 	t.end();
 });
 
-tape('the function evaluates the mode for a Student\'s t-distribution', opts, function test(t) {
+tape('the function evaluates the median for a Student\'s t-distribution', opts, function test(t) {
+	var expected;
+	var v;
 	var y;
-
-	y = mode(3.0);
-	t.equal(y, 0.0, 'returns 0.0');
-
-	y = mode(5.0);
-	t.equal(y, 0.0, 'returns 0.0');
-
-	y = mode(10.0);
-	t.equal(y, 0.0, 'returns 0.0');
-
+	var i;
+
+	for (i = 0; i < data.v.length; i++) {
+		v = data.v[i];
+		expected = data.expected[i];
+		y = median(v);
+		t.equal(y, expected, 'v: ' + v + ', y: ' + y + ', expected: ' + expected);
+	}
 	t.end();
 });

From 2ab3175fb1f42cd1918faa7b33a056473cf6566e Mon Sep 17 00:00:00 2001
From: Aadish Jain <firestorm@AadishJain.>
Date: Sun, 15 Dec 2024 05:31:42 +0000
Subject: [PATCH 3/6] feat(t-mode): fixing styling

---
 .../base/dists/t/mode/benchmark/benchmark.js  | 24 +++++-----
 .../t/mode/benchmark/benchmark.native.js      | 28 +++++------
 .../stats/base/dists/t/mode/lib/native.js     |  4 +-
 .../base/dists/t/mode/test/test.native.js     | 46 +++++++++----------
 4 files changed, 51 insertions(+), 51 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.js
index 813767737057..b4a41e8d09b8 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.js
@@ -30,29 +30,29 @@ var mode = require( './../lib' );
 
 // MAIN //
 
-bench(pkg, function benchmark(b) {
+bench( pkg, function benchmark( b ) {
 	var len;
 	var v;
 	var y;
 	var i;
 
 	len = 100;
-	v = new Float64Array(len);
-	for (i = 0; i < len; i++) {
-		v[i] = (randu() * 100.0);
+	v = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		v[ i ] = ( randu() * 100.0 );
 	}
 
 	b.tic();
-	for (i = 0; i < b.iterations; i++) {
-		y = mode(v[i % len]);
-		if (isnan(y)) {
-			b.fail('should not return NaN');
+	for ( i = 0; i < b.iterations; i++ ) {
+		y = mode( v[ i % len ] );
+		if ( isnan( y ) ) {
+			b.fail( 'should not return NaN' );
 		}
 	}
 	b.toc();
-	if (isnan(y)) {
-		b.fail('should not return NaN');
+	if ( isnan( y ) ) {
+		b.fail( 'should not return NaN' );
 	}
-	b.pass('benchmark finished');
+	b.pass( 'benchmark finished' );
 	b.end();
-});
+} );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.native.js
index e5454a3dac5d..9a30849b76e8 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.native.js
@@ -31,37 +31,37 @@ var pkg = require( './../package.json' ).name;
 
 // VARIABLES //
 
-var mode = tryRequire(resolve(__dirname, './../lib/native.js'));
+var mode = tryRequire( resolve( __dirname, './../lib/native.js' ) );
 var opts = {
-	'skip': (mode instanceof Error)
+	'skip': ( mode instanceof Error )
 };
 
 
 // MAIN //
 
-bench(pkg + '::native', opts, function benchmark(b) {
+bench( pkg + '::native', opts, function benchmark( b ) {
 	var len;
 	var v;
 	var y;
 	var i;
 
 	len = 100;
-	v = new Float64Array(len);
-	for (i = 0; i < len; i++) {
-		v[i] = (randu() * 100.0);
+	v = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		v[ i ] = ( randu() * 100.0 );
 	}
 
 	b.tic();
-	for (i = 0; i < b.iterations; i++) {
-		y = mode(v[i % len]);
-		if (isnan(y)) {
-			b.fail('should not return NaN');
+	for ( i = 0; i < b.iterations; i++ ) {
+		y = mode( v[ i % len ] );
+		if ( isnan( y ) ) {
+			b.fail( 'should not return NaN' );
 		}
 	}
 	b.toc();
-	if (isnan(y)) {
-		b.fail('should not return NaN');
+	if ( isnan( y ) ) {
+		b.fail( 'should not return NaN' );
 	}
-	b.pass('benchmark finished');
+	b.pass( 'benchmark finished' );
 	b.end();
-});
+} );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/t/mode/lib/native.js
index 9d5ed7d2a019..bcfc1141c2b2 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/mode/lib/native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/lib/native.js
@@ -48,8 +48,8 @@ var addon = require( './../src/addon.node' );
 * var y = mode( -1.0 );
 * // returns NaN
 */
-function mode(v) {
-	return addon(v);
+function mode( v ) {
+	return addon( v );
 }
 
 
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/test/test.native.js b/lib/node_modules/@stdlib/stats/base/dists/t/mode/test/test.native.js
index 313a1b607186..244ed902d540 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/mode/test/test.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/test/test.native.js
@@ -33,49 +33,49 @@ var data = require( './fixtures/julia/data.json' );
 
 // VARIABLES //
 
-var median = tryRequire(resolve(__dirname, './../lib/native.js'));
+var median = tryRequire( resolve( __dirname, './../lib/native.js' ) );
 var opts = {
-	'skip': (median instanceof Error)
+	'skip': ( median instanceof Error )
 };
 
 
 // TESTS //
 
-tape('main export is a function', opts, function test(t) {
-	t.ok(true, __filename);
-	t.strictEqual(typeof median, 'function', 'main export is a function');
+tape( 'main export is a function', opts, function test( t ) {
+	t.ok( true, __filename );
+	t.strictEqual( typeof median, 'function', 'main export is a function' );
 	t.end();
-});
+} );
 
-tape('if provided `NaN` for the parameter, the function returns `NaN`', opts, function test(t) {
-	var y = median(NaN);
-	t.equal(isnan(y), true, 'returns NaN');
+tape( 'if provided `NaN` for the parameter, the function returns `NaN`', opts, function test( t ) {
+	var y = median( NaN );
+	t.equal( isnan( y ), true, 'returns NaN' );
 	t.end();
-});
+} );
 
-tape('if provided a negative value for `v`, the function returns `NaN`', opts, function test(t) {
+tape( 'if provided a negative value for `v`, the function returns `NaN`', opts, function test( t ) {
 	var y;
 
-	y = median(-1.0);
-	t.equal(isnan(y), true, 'returns NaN');
+	y = median( -1.0 );
+	t.equal( isnan( y ), true, 'returns NaN' );
 
-	y = median(-0.5);
-	t.equal(isnan(y), true, 'returns NaN');
+	y = median( -0.5 );
+	t.equal( isnan( y ), true, 'returns NaN' );
 
 	t.end();
-});
+} );
 
-tape('the function evaluates the median for a Student\'s t-distribution', opts, function test(t) {
+tape( 'the function evaluates the median for a Student\'s t-distribution', opts, function test( t ) {
 	var expected;
 	var v;
 	var y;
 	var i;
 
-	for (i = 0; i < data.v.length; i++) {
-		v = data.v[i];
-		expected = data.expected[i];
-		y = median(v);
-		t.equal(y, expected, 'v: ' + v + ', y: ' + y + ', expected: ' + expected);
+	for ( i = 0; i < data.v.length; i++ ) {
+		v = data.v[ i ];
+		expected = data.expected[ i ];
+		y = median( v );
+		t.equal( y, expected, 'v: ' + v + ', y: ' + y + ', expected: ' + expected );
 	}
 	t.end();
-});
+} );

From 83c2e14a3703ada6dc27c717e39b07955291be00 Mon Sep 17 00:00:00 2001
From: Aadish Jain <firestorm@AadishJain.>
Date: Sun, 15 Dec 2024 05:49:00 +0000
Subject: [PATCH 4/6] feat(t-mode): fixing styling

---
 .../stats/base/dists/t/mode/benchmark/benchmark.js        | 2 +-
 .../stats/base/dists/t/mode/benchmark/benchmark.native.js | 2 +-
 .../@stdlib/stats/base/dists/t/mode/test/test.native.js   | 8 ++++----
 3 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.js
index b4a41e8d09b8..e456bafe9daa 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.js
@@ -55,4 +55,4 @@ bench( pkg, function benchmark( b ) {
 	}
 	b.pass( 'benchmark finished' );
 	b.end();
-} );
+});
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.native.js
index 9a30849b76e8..15e15ab082d9 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/benchmark/benchmark.native.js
@@ -64,4 +64,4 @@ bench( pkg + '::native', opts, function benchmark( b ) {
 	}
 	b.pass( 'benchmark finished' );
 	b.end();
-} );
+});
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/test/test.native.js b/lib/node_modules/@stdlib/stats/base/dists/t/mode/test/test.native.js
index 244ed902d540..f17dd41b04b3 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/mode/test/test.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/test/test.native.js
@@ -45,13 +45,13 @@ tape( 'main export is a function', opts, function test( t ) {
 	t.ok( true, __filename );
 	t.strictEqual( typeof median, 'function', 'main export is a function' );
 	t.end();
-} );
+});
 
 tape( 'if provided `NaN` for the parameter, the function returns `NaN`', opts, function test( t ) {
 	var y = median( NaN );
 	t.equal( isnan( y ), true, 'returns NaN' );
 	t.end();
-} );
+});
 
 tape( 'if provided a negative value for `v`, the function returns `NaN`', opts, function test( t ) {
 	var y;
@@ -63,7 +63,7 @@ tape( 'if provided a negative value for `v`, the function returns `NaN`', opts,
 	t.equal( isnan( y ), true, 'returns NaN' );
 
 	t.end();
-} );
+});
 
 tape( 'the function evaluates the median for a Student\'s t-distribution', opts, function test( t ) {
 	var expected;
@@ -78,4 +78,4 @@ tape( 'the function evaluates the median for a Student\'s t-distribution', opts,
 		t.equal( y, expected, 'v: ' + v + ', y: ' + y + ', expected: ' + expected );
 	}
 	t.end();
-} );
+});

From c3fcf4d9dde3f6bf8eef5df13665232aae58f7c6 Mon Sep 17 00:00:00 2001
From: Aadish Jain <firestorm@AadishJain.>
Date: Mon, 16 Dec 2024 00:28:58 +0000
Subject: [PATCH 5/6] feat(t-mode): fixing readme and test.native.js

---
 .../@stdlib/stats/base/dists/t/mode/README.md    |  4 ++--
 .../stats/base/dists/t/mode/test/test.native.js  | 16 ++++++++--------
 2 files changed, 10 insertions(+), 10 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/README.md b/lib/node_modules/@stdlib/stats/base/dists/t/mode/README.md
index fab48dc55b73..080c218db0c4 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/mode/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/README.md
@@ -142,7 +142,7 @@ for ( i = 0; i < 10; i++ ) {
 
 #### stdlib_base_dists_t_mode( v )
 
-Evaluates the mode for a Student's t-distribution.
+Returns the [mode][mode] of a [Student's t][t-distribution] distribution with degrees of freedom `v`.
 
 ```c
 double out = stdlib_base_dists_t_mode( 5.0 );
@@ -151,7 +151,7 @@ double out = stdlib_base_dists_t_mode( 5.0 );
 
 The function accepts the following arguments:
 
--   **v**: `[in] double` input value.
+-   **v**: `[in] double` degrees of freedom.
 
 ```c
 double stdlib_base_dists_t_mode( const double v );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/test/test.native.js b/lib/node_modules/@stdlib/stats/base/dists/t/mode/test/test.native.js
index f17dd41b04b3..011e6c68328e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/mode/test/test.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/test/test.native.js
@@ -33,9 +33,9 @@ var data = require( './fixtures/julia/data.json' );
 
 // VARIABLES //
 
-var median = tryRequire( resolve( __dirname, './../lib/native.js' ) );
+var mode = tryRequire( resolve( __dirname, './../lib/native.js' ) );
 var opts = {
-	'skip': ( median instanceof Error )
+	'skip': ( mode instanceof Error )
 };
 
 
@@ -43,12 +43,12 @@ var opts = {
 
 tape( 'main export is a function', opts, function test( t ) {
 	t.ok( true, __filename );
-	t.strictEqual( typeof median, 'function', 'main export is a function' );
+	t.strictEqual( typeof mode, 'function', 'main export is a function' );
 	t.end();
 });
 
 tape( 'if provided `NaN` for the parameter, the function returns `NaN`', opts, function test( t ) {
-	var y = median( NaN );
+	var y = mode( NaN );
 	t.equal( isnan( y ), true, 'returns NaN' );
 	t.end();
 });
@@ -56,16 +56,16 @@ tape( 'if provided `NaN` for the parameter, the function returns `NaN`', opts, f
 tape( 'if provided a negative value for `v`, the function returns `NaN`', opts, function test( t ) {
 	var y;
 
-	y = median( -1.0 );
+	y = mode( -1.0 );
 	t.equal( isnan( y ), true, 'returns NaN' );
 
-	y = median( -0.5 );
+	y = mode( -0.5 );
 	t.equal( isnan( y ), true, 'returns NaN' );
 
 	t.end();
 });
 
-tape( 'the function evaluates the median for a Student\'s t-distribution', opts, function test( t ) {
+tape( 'the function evaluates the mode for a Student\'s t-distribution', opts, function test( t ) {
 	var expected;
 	var v;
 	var y;
@@ -74,7 +74,7 @@ tape( 'the function evaluates the median for a Student\'s t-distribution', opts,
 	for ( i = 0; i < data.v.length; i++ ) {
 		v = data.v[ i ];
 		expected = data.expected[ i ];
-		y = median( v );
+		y = mode( v );
 		t.equal( y, expected, 'v: ' + v + ', y: ' + y + ', expected: ' + expected );
 	}
 	t.end();

From 088689ad8478090a8b1ce56444d0993edd063552 Mon Sep 17 00:00:00 2001
From: Aadish Jain <firestorm@AadishJain.>
Date: Mon, 16 Dec 2024 00:39:22 +0000
Subject: [PATCH 6/6] feat(t-mode): fixing main.c

---
 lib/node_modules/@stdlib/stats/base/dists/t/mode/src/main.c | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/t/mode/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/t/mode/src/main.c
index a6c8760afb73..5aa29e7f1dd5 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/t/mode/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/t/mode/src/main.c
@@ -30,7 +30,7 @@
 * // returns 0.0
 */
 double stdlib_base_dists_t_mode( const double v ) {
-	if ( stdlib_base_is_nan( v ) || v < 0.0) {
+	if ( stdlib_base_is_nan( v ) || v < 0.0 ) {
 		return 0.0 / 0.0; // NaN
 	}
 	return 0.0;