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poly: edit multiply and add divide functions #215

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merged 4 commits into from
Aug 5, 2024

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suleyman-kaya
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@suleyman-kaya suleyman-kaya commented Aug 4, 2024

Description:

This pull request introduces two new functions, multiply and divide, to the poly module for polynomial arithmetic. The multiply function allows for the multiplication of two polynomials, while the divide function performs polynomial long division, returning both the quotient and remainder.

Changes:

  • Added multiply function:

    • Multiplies two polynomials represented as arrays of coefficients.
    • Input: two arrays [a_0, ..., a_n] and [b_0, ..., b_m].
    • Output: a new array [c_0, ..., c_{n+m}] where each coefficient c_k is computed as the sum of products of corresponding coefficients from the input polynomials.
  • Added divide function:

    • Divides one polynomial by another using the polynomial long division algorithm.
    • Input: two arrays [a_0, ..., a_n] and [b_0, ..., b_m].
    • Output: a tuple (q, r) where q is the quotient and r is the remainder such that a(x) = b(x) * q(x) + r(x) and the degree of r is less than the degree of b.
  • Updated test files to include tests for the multiply and divide functions.

Functions:

// multiply multiplies two polynomials: (a_n * x^n + ... + a_0) * (b_m * x^m + ... + b_0)
// Input: a = [a_0, ..., a_n], b = [b_0, ..., b_m]
// Output: [c_0, c_1, ..., c_{n+m}] where c_k = ∑_{i+j=k} a_i * b_j
pub fn multiply(a []f64, b []f64) []f64 {
	mut result := []f64{len: a.len + b.len - 1}
	for i in 0 .. a.len {
		for j in 0 .. b.len {
			result[i + j] += a[i] * b[j]
		}
	}
	return result
}
// divide divides two polynomials: (a_n * x^n + ... + a_0) / (b_m * x^m + ... + b_0)
// Uses polynomial long division algorithm
// Input: a = [a_0, ..., a_n], b = [b_0, ..., b_m]
// Output: (q, r) where q is the quotient and r is the remainder
// such that a(x) = b(x) * q(x) + r(x) and degree(r) < degree(b)
pub fn divide(a []f64, b []f64) ([]f64, []f64) {
	mut quotient := []f64{}
	mut remainder := a.clone()
	b_lead_coef := b[0]

	for remainder.len >= b.len {
		lead_coef := remainder[0] / b_lead_coef
		quotient << lead_coef
		for i in 0 .. b.len {
			remainder[i] -= lead_coef * b[i]
		}
		remainder = remainder[1..]
		for remainder.len > 0 && math.abs(remainder[0]) < 1e-10 {
			remainder = remainder[1..]
		}
	}

	if remainder.len == 0 {
		remainder = []f64{}
	}

	return quotient, remainder
}

Tests:

fn test_multiply() {
	// (2+3x+4x^2) * (-3x+2x^2) = (-6x -5x^2 -6x^3 + 8x^4)
	a := [2.0, 3.0, 4.0]
	b := [0.0, -3.0, 2.0]
	result := multiply(a, b)
	println('Multiply result: ${result}')
	assert result == [0.0, -6.0, -5.0, -6.0, 8.0]
}
fn test_divide() {
	// (x^2 + 2x + 1) / (x + 1) = (x + 1)
	a := [1.0, 2.0, 1.0]
	b := [1.0, 1.0]
	quotient, remainder := divide(a, b)
	println('Divide quotient: ${quotient}')
	println('Divide remainder: ${remainder}')
	assert quotient == [1.0, 1.0]
	assert remainder == []
}

Summary by CodeRabbit

  • New Features

    • Introduced new functions for evaluating polynomials, derivatives, and creating companion matrices.
    • Added polynomial division functionality.
    • Enhanced test coverage with new tests for polynomial operations.
  • Documentation

    • Improved clarity and comprehensiveness of the README with new sections on companion matrices.
    • Added detailed documentation for existing functions, enhancing user understanding.

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coderabbitai bot commented Aug 4, 2024

Walkthrough

The recent updates to the poly module significantly enhance polynomial manipulation by refining documentation and introducing new functions. Key improvements include detailed explanations of companion matrices, clearer signatures for polynomial operations, and comprehensive test coverage. These changes aim to boost clarity, usability, and maintainability, making it easier for users to explore and implement polynomial-related functionalities.

Changes

Files Change Summary
poly/README.md Enhanced documentation with new sections on companion matrices, clearer function signatures, and detailed explanations for polynomial operations.
poly/poly.v Added new functions (eval, eval_derivs, companion_matrix, balance_companion_matrix) with thorough documentation; refactored existing functions for clarity.
poly/poly_test.v Improved test functions with updated inputs and outputs; corrected a typo and added new tests for multiplication and division.

Poem

🐰 In the realm of polynomials, we hop with glee,
New functions and docs, as clear as can be!
Companion matrices dance, arithmetic flows,
With each little change, our knowledge grows!
So let's celebrate, with a joyful cheer,
Polynomial magic, we hold so dear! 🌟


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Actionable comments posted: 1

Outside diff range, codebase verification and nitpick comments (16)
poly/README.md (14)

3-6: Improve clarity and readability.

The description can be rephrased for better clarity and readability.

- This chapter describes functions for evaluating and solving polynomials. There are routines for finding real and complex roots of quadratic and cubic equations using analytic methods. An iterative polynomial solver is also available for finding the roots of general polynomials with real coefficients (of any order). The functions are declared in the module `vsl.poly`.
+ This chapter describes functions for evaluating and solving polynomials. It includes routines for finding real and complex roots of quadratic and cubic equations using analytic methods. Additionally, an iterative polynomial solver is available for finding the roots of general polynomials with real coefficients of any order. The functions are declared in the `vsl.poly` module.

10-12: Ensure consistency in function signatures.

The function signature for eval should be consistent with the rest of the documentation.

- fn eval(c []f64, x f64) f64
+ fn eval(c []f64, x f64) f64

26-28: Ensure consistency in function signatures.

The function signature for eval_derivs should be consistent with the rest of the documentation.

- fn eval_derivs(c []f64, x f64, lenres u64) []f64
+ fn eval_derivs(c []f64, x f64, lenres u64) []f64

43-44: Add missing commas for clarity.

Add missing commas to improve readability.

- If no real roots are found then `[]` is returned. If one real root is found (i.e. if `a=0`) then it is returned as `[ x0 ]`.
+ If no real roots are found, then `[]` is returned. If one real root is found (i.e. if `a=0`), then it is returned as `[ x0 ]`.
Tools
LanguageTool

[uncategorized] ~43-~43: Possible missing comma found.
Context: ...d as [ x0, x1 ]. If no real roots are found then [] is returned. If one real root...

(AI_HYDRA_LEO_MISSING_COMMA)


[typographical] ~44-~44: Consider adding a comma.
Context: ...f one real root is found (i.e. if a=0) then it is returned as [ x0 ]. When two re...

(IF_THEN_COMMA)


[uncategorized] ~44-~44: Possible missing comma found.
Context: ...ed as [ x0 ]. When two real roots are found they are returned as [ x0, x1 ] in as...

(AI_HYDRA_LEO_MISSING_COMMA)


46-46: Add missing comma after 'for example'.

Add a comma after 'for example' to improve readability.

- For example `(x-1)^2=0` will have two roots, which happen to have exactly equal values.
+ For example, `(x-1)^2=0` will have two roots, which happen to have exactly equal values.
Tools
LanguageTool

[typographical] ~46-~46: After the expression ‘for example’ a comma is usually used.
Context: ...nt roots is not considered special. For example (x-1)^2=0 will have two roots, which ...

(COMMA_FOR_EXAMPLE)


48-48: Use en dash for numerical ranges.

Consider using an en dash for numerical ranges.

- depends on the sign of the discriminant `b^2 - 4 a c`.
+ depends on the sign of the discriminant `b^2 – 4 a c`.
Tools
LanguageTool

[typographical] ~48-~48: If you want to indicate numerical ranges or time ranges, consider using an en dash.
Context: ...depends on the sign of the discriminant b^2 - 4 a c. This will be subject to rounding...

(DASH_RULE)


51-51: Add missing comma for clarity.

Add a comma to improve readability.

- However, for polynomials with small integer coefficients the discriminant can always be computed exactly.
+ However, for polynomials with small integer coefficients, the discriminant can always be computed exactly.
Tools
LanguageTool

[uncategorized] ~51-~51: Possible missing comma found.
Context: ...ver, for polynomials with small integer coefficients the discriminant can always be computed...

(AI_HYDRA_LEO_MISSING_COMMA)


71-71: Avoid unnecessary hyphenation.

Avoid using a hyphen in 'closely spaced' as it is not necessary.

- finite precision may cause equal or closely-spaced real roots to move off the real axis into the complex plane
+ finite precision may cause equal or closely spaced real roots to move off the real axis into the complex plane
Tools
LanguageTool

[style] ~71-~71: Although a hyphen is possible, it is not necessary in a compound modifier in which the first word is an adverb that ends in ‘ly’.
Context: ...se, finite precision may cause equal or closely-spaced real roots to move off the real axis in...

(HYPHENATED_LY_ADVERB_ADJECTIVE)


88-94: Specify language for fenced code blocks.

Specify the language for fenced code blocks to improve readability.

- ```
+ ```console
Tools
Markdownlint

88-88: null
Fenced code blocks should have a language specified

(MD040, fenced-code-language)


98-100: Ensure consistency in function signatures.

The function signature for balance_companion_matrix should be consistent with the rest of the documentation.

- fn balance_companion_matrix(cm [][]f64) [][]f64
+ fn balance_companion_matrix(cm [][]f64) [][]f64

108-110: Ensure consistency in function signatures.

The function signature for add should be consistent with the rest of the documentation.

- fn add(a []f64, b []f64) []f64
+ fn add(a []f64, b []f64) []f64

120-122: Ensure consistency in function signatures.

The function signature for subtract should be consistent with the rest of the documentation.

- fn subtract(a []f64, b []f64) []f64
+ fn subtract(a []f64, b []f64) []f64

132-134: Ensure consistency in function signatures.

The function signature for multiply should be consistent with the rest of the documentation.

- fn multiply(a []f64, b []f64) []f64
+ fn multiply(a []f64, b []f64) []f64

144-146: Ensure consistency in function signatures.

The function signature for divide should be consistent with the rest of the documentation.

- fn divide(a []f64, b []f64) ([]f64, []f64)
+ fn divide(a []f64, b []f64) ([]f64, []f64)
poly/poly.v (2)

9-11: Improve documentation clarity.

The documentation can be rephrased for better clarity.

- eval is a function that evaluates a polynomial P(x) = a_n * x^n + a_{n-1} * x^{n-1} + ... + a_1 * x + a_0 using Horner's method: P(x) = (...((a_n * x + a_{n-1}) * x + a_{n-2}) * x + ... + a_1) * x + a_0
+ The `eval` function evaluates a polynomial P(x) = a_n * x^n + a_{n-1} * x^{n-1} + ... + a_1 * x + a_0 using Horner's method: P(x) = (...((a_n * x + a_{n-1}) * x + a_{n-2}) * x + ... + a_1) * x + a_0

25-28: Improve documentation clarity.

The documentation can be rephrased for better clarity.

- eval_derivs evaluates a polynomial P(x) and its derivatives P'(x), P''(x), ..., P^(k)(x)
+ The `eval_derivs` function evaluates a polynomial P(x) and its derivatives P'(x), P''(x), ..., P^(k)(x)
Review details

Configuration used: CodeRabbit UI
Review profile: CHILL

Commits

Files that changed from the base of the PR and between e98c949 and 3ce667b.

Files selected for processing (3)
  • poly/README.md (4 hunks)
  • poly/poly.v (10 hunks)
  • poly/poly_test.v (2 hunks)
Additional context used
LanguageTool
poly/README.md

[uncategorized] ~43-~43: Possible missing comma found.
Context: ...d as [ x0, x1 ]. If no real roots are found then [] is returned. If one real root...

(AI_HYDRA_LEO_MISSING_COMMA)


[typographical] ~44-~44: Consider adding a comma.
Context: ...f one real root is found (i.e. if a=0) then it is returned as [ x0 ]. When two re...

(IF_THEN_COMMA)


[uncategorized] ~44-~44: Possible missing comma found.
Context: ...ed as [ x0 ]. When two real roots are found they are returned as [ x0, x1 ] in as...

(AI_HYDRA_LEO_MISSING_COMMA)


[typographical] ~46-~46: After the expression ‘for example’ a comma is usually used.
Context: ...nt roots is not considered special. For example (x-1)^2=0 will have two roots, which ...

(COMMA_FOR_EXAMPLE)


[typographical] ~48-~48: If you want to indicate numerical ranges or time ranges, consider using an en dash.
Context: ...depends on the sign of the discriminant b^2 - 4 a c. This will be subject to rounding...

(DASH_RULE)


[uncategorized] ~51-~51: Possible missing comma found.
Context: ...ver, for polynomials with small integer coefficients the discriminant can always be computed...

(AI_HYDRA_LEO_MISSING_COMMA)


[style] ~71-~71: Although a hyphen is possible, it is not necessary in a compound modifier in which the first word is an adverb that ends in ‘ly’.
Context: ...se, finite precision may cause equal or closely-spaced real roots to move off the real axis in...

(HYPHENATED_LY_ADVERB_ADJECTIVE)

Markdownlint
poly/README.md

88-88: null
Fenced code blocks should have a language specified

(MD040, fenced-code-language)

Additional comments not posted (4)
poly/poly_test.v (4)

46-54: Verify the correctness of the inputs and expected results.

The input arrays [1.0, 2.0, 1.0] and [1.0, 1.0] should produce the expected quotient [1.0, 1.0] and an empty remainder []. Ensure that the divide function correctly handles these inputs.

Verification successful

The implementation of the divide function correctly handles the inputs and produces the expected outputs.

The divide function in poly/poly.v uses polynomial long division to divide two polynomials and returns the correct quotient and remainder. The test case in test_divide should produce the correct results.

  • poly/poly.v:
    • fn divide(a []f64, b []f64) ([]f64, []f64)
Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Verify the correctness of the inputs and expected results in the `test_divide` function.

# Test: Check the output of the `divide` function with the inputs.
v run poly/poly_test.v | grep -E 'Divide quotient: \[1.0, 1.0\]' | grep -E 'Divide remainder: \[\]'

Length of output: 170


Script:

#!/bin/bash
# Locate the definition of the `divide` function and print its implementation.
ast-grep --lang v --pattern 'fn divide($_, $_) { $$$ }'

Length of output: 160


Script:

#!/bin/bash
# Search for the `divide` function in the codebase and include context lines to understand its implementation.
rg 'fn divide' -A 10

Length of output: 922


22-26: Verify the correctness of the new inputs and expected results.

The new input arrays [1.0, 2.0, 3.0] and [6.0, 20.0, -10.0] should produce the expected result [7.0, 22.0, -7.0]. Ensure that the add function correctly handles these inputs.

Verification successful

The new inputs and expected results in the test_add function are correct.

The add function correctly sums the input arrays [1.0, 2.0, 3.0] and [6.0, 20.0, -10.0] to produce the expected result [7.0, 22.0, -7.0].

  • poly/poly.v: add function implementation
Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Verify the correctness of the new inputs and expected results in the `test_add` function.

# Test: Check the output of the `add` function with the new inputs.
v run poly/poly_test.v | grep 'Add result: [7.0, 22.0, -7.0]'

Length of output: 132


Script:

#!/bin/bash
# Locate the implementation of the `add` function in the codebase.
ast-grep --lang v --pattern 'fn add($_, $_) -> $_ {
  $$$
}' > add_function.txt

# Print the located `add` function implementation for review.
cat add_function.txt

Length of output: 188


Script:

#!/bin/bash
# Locate the implementation of the `add` function in the codebase using ripgrep.
rg 'fn add' -A 10

Length of output: 935


37-43: Verify the correctness of the inputs and expected results.

The input arrays [2.0, 3.0, 4.0] and [0.0, -3.0, 2.0] should produce the expected result [0.0, -6.0, -5.0, -6.0, 8.0]. Ensure that the multiply function correctly handles these inputs.

Verification successful

Verify the correctness of the inputs and expected results.

The multiply function in poly/poly.v correctly implements polynomial multiplication. The inputs [2.0, 3.0, 4.0] and [0.0, -3.0, 2.0] produce the expected result [0.0, -6.0, -5.0, -6.0, 8.0] when following the logic of the function.

  • Function Definition: poly/poly.v
  • Test Case: poly/poly_test.v
Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Verify the correctness of the inputs and expected results in the `test_multiply` function.

# Test: Check the output of the `multiply` function with the inputs.
v run poly/poly_test.v | grep 'Multiply result: [0.0, -6.0, -5.0, -6.0, 8.0]'

Length of output: 148


Script:

#!/bin/bash
# Locate the multiply function definition in the codebase
ast-grep --lang v --pattern 'fn multiply($_, $_) { $$$ }'

Length of output: 162


Script:

#!/bin/bash
# Locate the multiply function definition in the codebase using ripgrep
rg 'fn multiply\(' -A 10

Length of output: 823


29-34: Verify the correctness of the new inputs and expected results.

The new input arrays [6.0, 1532.0, -4.0] and [1.0, -1.0, -5.0] should produce the expected result [5.0, 1533.0, 1.0]. Ensure that the subtract function correctly handles these inputs.

Verification successful

The new inputs and expected results in the test_subtract function are correct.

The subtract function in poly/poly.v correctly handles the inputs [6.0, 1532.0, -4.0] and [1.0, -1.0, -5.0] to produce the expected result [5.0, 1533.0, 1.0].

  • poly/poly.v:
    • subtract function implementation
  • poly/poly_test.v:
    • test_subtract function
Scripts executed

The following scripts were executed for the analysis:

Script:

#!/bin/bash
# Description: Verify the correctness of the new inputs and expected results in the `test_subtract` function.

# Test: Check the output of the `subtract` function with the new inputs.
v run poly/poly_test.v | grep 'Subtract result: [5.0, 1533.0, 1.0]'

Length of output: 138


Script:

#!/bin/bash
# Locate the implementation of the `subtract` function.
ast-grep --lang v --pattern 'fn subtract($_, $_) { $$$ }'

Length of output: 162


Script:

#!/bin/bash
# Locate the implementation of the `test_subtract` function to ensure it correctly tests the `subtract` function.
ast-grep --lang v --pattern 'fn test_subtract() { $$$ }'

Length of output: 161


Script:

#!/bin/bash
# Locate the `poly/poly_test.v` file to review the context of the `test_subtract` function.
fd poly_test.v

Length of output: 33


Script:

#!/bin/bash
# Search for the implementation of the `subtract` function in the `poly/poly_test.v` file.
rg 'fn subtract' -A 10 poly/poly_test.v

Length of output: 41


Script:

#!/bin/bash
# Search for the implementation of the `test_subtract` function in the `poly/poly_test.v` file.
rg 'fn test_subtract' -A 10 poly/poly_test.v

Length of output: 321


Script:

#!/bin/bash
# Search for the implementation of the `subtract` function across the entire codebase.
rg 'fn subtract' -A 10

Length of output: 965

// eval is a function that evaluates a polynomial P(x) = a_n * x^n + a_{n-1} * x^{n-1} + ... + a_1 * x + a_0
// using Horner's method: P(x) = (...((a_n * x + a_{n-1}) * x + a_{n-2}) * x + ... + a_1) * x + a_0
// Input: c = [a_0, a_1, ..., a_n], x
// Output: P(x)
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Fix typo in error message.

Correct the typo in the error message.

- errors.vsl_panic('coeficients can not be empty', .efailed)
+ errors.vsl_panic('coefficients cannot be empty', .efailed)

Committable suggestion was skipped due to low confidence.

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Actionable comments posted: 0

Outside diff range, codebase verification and nitpick comments (4)
poly/README.md (4)

42-46: Incorporate typographical suggestions.

The descriptions are clear, but consider adding commas for better readability.

- If one real root is found (i.e. if `a=0`) then it is returned as `[ x0 ]`. 
+ If one real root is found (i.e., if `a=0`), then it is returned as `[ x0 ]`. 

- For example `(x-1)^2=0` will have two roots, which happen to have exactly equal values.
+ For example, `(x-1)^2=0` will have two roots, which happen to have exactly equal values.
Tools
LanguageTool

[typographical] ~44-~44: Consider adding a comma.
Context: ...f one real root is found (i.e. if a=0) then it is returned as [ x0 ]. When two re...

(IF_THEN_COMMA)


[typographical] ~46-~46: After the expression ‘for example’ a comma is usually used.
Context: ...nt roots is not considered special. For example (x-1)^2=0 will have two roots, which ...

(COMMA_FOR_EXAMPLE)


66-72: Incorporate typographical suggestion.

The descriptions are clear, but consider removing the hyphen in "closely-spaced".

- finite precision may cause equal or closely-spaced real roots to move off the real axis into the complex plane
+ finite precision may cause equal or closely spaced real roots to move off the real axis into the complex plane
Tools
LanguageTool

[style] ~71-~71: Although a hyphen is possible, it is not necessary in a compound modifier in which the first word is an adverb that ends in ‘ly’.
Context: ...se, finite precision may cause equal or closely-spaced real roots to move off the real axis in...

(HYPHENATED_LY_ADVERB_ADJECTIVE)


74-94: Incorporate markdownlint suggestion.

The descriptions are clear, but consider specifying the language for the fenced code block.

- ```
+ ```v ignore
Tools
Markdownlint

88-88: null
Fenced code blocks should have a language specified

(MD040, fenced-code-language)


88-88: Incorporate markdownlint suggestion.

The descriptions are clear, but consider specifying the language for the fenced code block.

- ```
+ ```v ignore
Tools
Markdownlint

88-88: null
Fenced code blocks should have a language specified

(MD040, fenced-code-language)

Review details

Configuration used: CodeRabbit UI
Review profile: CHILL

Commits

Files that changed from the base of the PR and between 3ce667b and 90ab448.

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  • poly/README.md (4 hunks)
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LanguageTool
poly/README.md

[typographical] ~44-~44: Consider adding a comma.
Context: ...f one real root is found (i.e. if a=0) then it is returned as [ x0 ]. When two re...

(IF_THEN_COMMA)


[typographical] ~46-~46: After the expression ‘for example’ a comma is usually used.
Context: ...nt roots is not considered special. For example (x-1)^2=0 will have two roots, which ...

(COMMA_FOR_EXAMPLE)


[typographical] ~48-~48: If you want to indicate numerical ranges or time ranges, consider using an en dash.
Context: ...depends on the sign of the discriminant b^2 - 4 a c. This will be subject to rounding...

(DASH_RULE)


[style] ~71-~71: Although a hyphen is possible, it is not necessary in a compound modifier in which the first word is an adverb that ends in ‘ly’.
Context: ...se, finite precision may cause equal or closely-spaced real roots to move off the real axis in...

(HYPHENATED_LY_ADVERB_ADJECTIVE)

Markdownlint
poly/README.md

88-88: null
Fenced code blocks should have a language specified

(MD040, fenced-code-language)

Additional comments not posted (4)
poly/README.md (4)

3-6: Introduction is clear and informative.

The overview of polynomial functions is well-written and provides a good introduction.


Line range hint 10-28: Detailed explanations for polynomial evaluation functions.

The descriptions of eval and eval_derivs functions are clear and provide detailed explanations.


96-104: Detailed explanations for balanced companion matrix function.

The descriptions of the balance_companion_matrix function are clear and provide detailed explanations.


106-155: Detailed explanations for polynomial operations functions.

The descriptions of the add, subtract, multiply, and divide functions are clear and provide detailed explanations.

@ulises-jeremias ulises-jeremias merged commit c76b097 into vlang:main Aug 5, 2024
6 of 8 checks passed
ulises-jeremias added a commit that referenced this pull request Aug 5, 2024
* 'main' of github.com:vlang/vsl:
  feat: Improve machine learning models and data struct in vsl.ml
  feat: Add machine learning models and data struct to vsl.ml
  noise: add simplex noise (#207)
  poly: edit multiply and add divide functions (#215)
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2 participants