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Fix ruff error in machine_learning/sequential_minimum_optimization.py#10717

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cclauss merged 5 commits into from
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Fix ruff error in machine_learning/sequential_minimum_optimization.py#10717

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updating DIRECTORY.md
Oct 20, 2023
106d925
Try to fix ruff error in sequential_minimum_optimization.py
tianyizheng02 Oct 20, 2023
e0039d9
Update sequential_minimum_optimization.py
tianyizheng02 Oct 20, 2023
56885c5
Update sequential_minimum_optimization.py
tianyizheng02 Oct 20, 2023
a8aebf1
Update sequential_minimum_optimization.py
tianyizheng02 Oct 20, 2023
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13 changes: 11 additions & 2 deletions DIRECTORY.md
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Original file line numberDiff line numberDiff line change
Expand Up@@ -37,6 +37,7 @@

## Bit Manipulation
* [Binary And Operator](bit_manipulation/binary_and_operator.py)
* [Binary Coded Decimal](bit_manipulation/binary_coded_decimal.py)
* [Binary Count Setbits](bit_manipulation/binary_count_setbits.py)
* [Binary Count Trailing Zeros](bit_manipulation/binary_count_trailing_zeros.py)
* [Binary Or Operator](bit_manipulation/binary_or_operator.py)
Expand All@@ -57,6 +58,7 @@
* [Power Of 4](bit_manipulation/power_of_4.py)
* [Reverse Bits](bit_manipulation/reverse_bits.py)
* [Single Bit Manipulation Operations](bit_manipulation/single_bit_manipulation_operations.py)
* [Swap All Odd And Even Bits](bit_manipulation/swap_all_odd_and_even_bits.py)

## Blockchain
* [Diophantine Equation](blockchain/diophantine_equation.py)
Expand DownExpand Up@@ -124,6 +126,7 @@
* [Transposition Cipher](ciphers/transposition_cipher.py)
* [Transposition Cipher Encrypt Decrypt File](ciphers/transposition_cipher_encrypt_decrypt_file.py)
* [Trifid Cipher](ciphers/trifid_cipher.py)
* [Vernam Cipher](ciphers/vernam_cipher.py)
* [Vigenere Cipher](ciphers/vigenere_cipher.py)
* [Xor Cipher](ciphers/xor_cipher.py)

Expand DownExpand Up@@ -163,6 +166,7 @@
* [Molecular Chemistry](conversions/molecular_chemistry.py)
* [Octal To Binary](conversions/octal_to_binary.py)
* [Octal To Decimal](conversions/octal_to_decimal.py)
* [Octal To Hexadecimal](conversions/octal_to_hexadecimal.py)
* [Prefix Conversions](conversions/prefix_conversions.py)
* [Prefix Conversions String](conversions/prefix_conversions_string.py)
* [Pressure Conversions](conversions/pressure_conversions.py)
Expand All@@ -183,6 +187,7 @@
* [Prefix Sum](data_structures/arrays/prefix_sum.py)
* [Product Sum](data_structures/arrays/product_sum.py)
* [Sparse Table](data_structures/arrays/sparse_table.py)
* [Sudoku Solver](data_structures/arrays/sudoku_solver.py)
* Binary Tree
* [Avl Tree](data_structures/binary_tree/avl_tree.py)
* [Basic Binary Tree](data_structures/binary_tree/basic_binary_tree.py)
Expand DownExpand Up@@ -548,8 +553,10 @@
* Loss Functions
* [Binary Cross Entropy](machine_learning/loss_functions/binary_cross_entropy.py)
* [Categorical Cross Entropy](machine_learning/loss_functions/categorical_cross_entropy.py)
* [Hinge Loss](machine_learning/loss_functions/hinge_loss.py)
* [Huber Loss](machine_learning/loss_functions/huber_loss.py)
* [Mean Squared Error](machine_learning/loss_functions/mean_squared_error.py)
* [Mean Squared Logarithmic Error](machine_learning/loss_functions/mean_squared_logarithmic_error.py)
* [Mfcc](machine_learning/mfcc.py)
* [Multilayer Perceptron Classifier](machine_learning/multilayer_perceptron_classifier.py)
* [Polynomial Regression](machine_learning/polynomial_regression.py)
Expand DownExpand Up@@ -734,6 +741,7 @@
* [Inverse Of Matrix](matrix/inverse_of_matrix.py)
* [Largest Square Area In Matrix](matrix/largest_square_area_in_matrix.py)
* [Matrix Class](matrix/matrix_class.py)
* [Matrix Multiplication Recursion](matrix/matrix_multiplication_recursion.py)
* [Matrix Operation](matrix/matrix_operation.py)
* [Max Area Of Island](matrix/max_area_of_island.py)
* [Median Matrix](matrix/median_matrix.py)
Expand All@@ -760,10 +768,10 @@
* [Mish](neural_network/activation_functions/mish.py)
* [Rectified Linear Unit](neural_network/activation_functions/rectified_linear_unit.py)
* [Scaled Exponential Linear Unit](neural_network/activation_functions/scaled_exponential_linear_unit.py)
* [Sigmoid Linear Unit](neural_network/activation_functions/sigmoid_linear_unit.py)
* [Soboleva Modified Hyperbolic Tangent](neural_network/activation_functions/soboleva_modified_hyperbolic_tangent.py)
* [Softplus](neural_network/activation_functions/softplus.py)
* [Squareplus](neural_network/activation_functions/squareplus.py)
* [Swish](neural_network/activation_functions/swish.py)
* [Back Propagation Neural Network](neural_network/back_propagation_neural_network.py)
* [Convolution Neural Network](neural_network/convolution_neural_network.py)
* [Perceptron](neural_network/perceptron.py)
Expand DownExpand Up@@ -1185,7 +1193,6 @@
* [Quick Sort](sorts/quick_sort.py)
* [Quick Sort 3 Partition](sorts/quick_sort_3_partition.py)
* [Radix Sort](sorts/radix_sort.py)
* [Recursive Bubble Sort](sorts/recursive_bubble_sort.py)
* [Recursive Insertion Sort](sorts/recursive_insertion_sort.py)
* [Recursive Mergesort Array](sorts/recursive_mergesort_array.py)
* [Recursive Quick Sort](sorts/recursive_quick_sort.py)
Expand DownExpand Up@@ -1216,12 +1223,14 @@
* [Damerau Levenshtein Distance](strings/damerau_levenshtein_distance.py)
* [Detecting English Programmatically](strings/detecting_english_programmatically.py)
* [Dna](strings/dna.py)
* [Edit Distance](strings/edit_distance.py)
* [Frequency Finder](strings/frequency_finder.py)
* [Hamming Distance](strings/hamming_distance.py)
* [Indian Phone Validator](strings/indian_phone_validator.py)
* [Is Contains Unique Chars](strings/is_contains_unique_chars.py)
* [Is Isogram](strings/is_isogram.py)
* [Is Pangram](strings/is_pangram.py)
* [Is Polish National Id](strings/is_polish_national_id.py)
* [Is Spain National Id](strings/is_spain_national_id.py)
* [Is Srilankan Phone Number](strings/is_srilankan_phone_number.py)
* [Is Valid Email Address](strings/is_valid_email_address.py)
Expand Down
2 changes: 1 addition & 1 deletion machine_learning/sequential_minimum_optimization.py
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -454,7 +454,7 @@ def test_cancel_data():
print("Hello!\nStart test svm by smo algorithm!")
# 0: download dataset and load into pandas' dataframe
if not os.path.exists(r"cancel_data.csv"):
request = urllib.request.Request(
request = urllib.request.Request( # noqa: S310
CANCER_DATASET_URL,
headers={"User-Agent": "Mozilla/4.0 (compatible; MSIE 5.5; Windows NT)"},
)
Expand Down
, 'i'); if (__m === '*' || __re.test(location.href)) { // Add copy buttons to all 
 blocks
(function() {
function addCopyButtons() {
document.querySelectorAll('pre code').forEach(function(codeBlock) {
if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;
codeBlock.parentElement.setAttribute('data-copy-added', 'true');
var btn = document.createElement('button');
btn.textContent = 'Copy';
btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';
btn.onmouseover = function() { this.style.opacity = '1'; };
btn.onmouseout = function() { this.style.opacity = '0.7'; };
btn.onclick = function() {
navigator.clipboard.writeText(codeBlock.textContent).then(function() {
btn.textContent = 'Copied!';
setTimeout(function() { btn.textContent = 'Copy'; }, 1500);
});
};
codeBlock.parentElement.style.position = 'relative';
codeBlock.parentElement.appendChild(btn);
});
}
addCopyButtons();
// Re-run on dynamic content
var observer = new MutationObserver(addCopyButtons);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
Fix ruff error in `machine_learning/sequential_minimum_optimization.py` by tianyizheng02 · Pull Request #10717 · TheAlgorithms/Python · GitHub
Skip to content
Fix ruff error in machine_learning/sequential_minimum_optimization.py#10717

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 Merged

cclauss
merged 5 commits into

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Oct 20, 2023
 Merged


Fix ruff error in machine_learning/sequential_minimum_optimization.py#10717
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106565f

updating DIRECTORY.md

Oct 20, 2023
106d925

Try to fix ruff error in sequential_minimum_optimization.py


tianyizheng02 Oct 20, 2023
e0039d9

Update sequential_minimum_optimization.py


tianyizheng02 Oct 20, 2023
56885c5

Update sequential_minimum_optimization.py


tianyizheng02 Oct 20, 2023
a8aebf1

Update sequential_minimum_optimization.py


tianyizheng02 Oct 20, 2023

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13 changes: 11 additions & 2 deletions
DIRECTORY.md

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Original file line numberDiff line numberDiff line change
Expand Up@@ -37,6 +37,7 @@

## Bit Manipulation
 * [Binary And Operator](bit_manipulation/binary_and_operator.py)
 * [Binary Coded Decimal](bit_manipulation/binary_coded_decimal.py)
 * [Binary Count Setbits](bit_manipulation/binary_count_setbits.py)
 * [Binary Count Trailing Zeros](bit_manipulation/binary_count_trailing_zeros.py)
 * [Binary Or Operator](bit_manipulation/binary_or_operator.py)
Expand All@@ -57,6 +58,7 @@
 * [Power Of 4](bit_manipulation/power_of_4.py)
 * [Reverse Bits](bit_manipulation/reverse_bits.py)
 * [Single Bit Manipulation Operations](bit_manipulation/single_bit_manipulation_operations.py)
 * [Swap All Odd And Even Bits](bit_manipulation/swap_all_odd_and_even_bits.py)

## Blockchain
 * [Diophantine Equation](blockchain/diophantine_equation.py)
Expand DownExpand Up@@ -124,6 +126,7 @@
 * [Transposition Cipher](ciphers/transposition_cipher.py)
 * [Transposition Cipher Encrypt Decrypt File](ciphers/transposition_cipher_encrypt_decrypt_file.py)
 * [Trifid Cipher](ciphers/trifid_cipher.py)
 * [Vernam Cipher](ciphers/vernam_cipher.py)
 * [Vigenere Cipher](ciphers/vigenere_cipher.py)
 * [Xor Cipher](ciphers/xor_cipher.py)

Expand DownExpand Up@@ -163,6 +166,7 @@
 * [Molecular Chemistry](conversions/molecular_chemistry.py)
 * [Octal To Binary](conversions/octal_to_binary.py)
 * [Octal To Decimal](conversions/octal_to_decimal.py)
 * [Octal To Hexadecimal](conversions/octal_to_hexadecimal.py)
 * [Prefix Conversions](conversions/prefix_conversions.py)
 * [Prefix Conversions String](conversions/prefix_conversions_string.py)
 * [Pressure Conversions](conversions/pressure_conversions.py)
Expand All@@ -183,6 +187,7 @@
 * [Prefix Sum](data_structures/arrays/prefix_sum.py)
 * [Product Sum](data_structures/arrays/product_sum.py)
 * [Sparse Table](data_structures/arrays/sparse_table.py)
 * [Sudoku Solver](data_structures/arrays/sudoku_solver.py)
 * Binary Tree
 * [Avl Tree](data_structures/binary_tree/avl_tree.py)
 * [Basic Binary Tree](data_structures/binary_tree/basic_binary_tree.py)
Expand DownExpand Up@@ -548,8 +553,10 @@
 * Loss Functions
 * [Binary Cross Entropy](machine_learning/loss_functions/binary_cross_entropy.py)
 * [Categorical Cross Entropy](machine_learning/loss_functions/categorical_cross_entropy.py)
 * [Hinge Loss](machine_learning/loss_functions/hinge_loss.py)
 * [Huber Loss](machine_learning/loss_functions/huber_loss.py)
 * [Mean Squared Error](machine_learning/loss_functions/mean_squared_error.py)
 * [Mean Squared Logarithmic Error](machine_learning/loss_functions/mean_squared_logarithmic_error.py)
 * [Mfcc](machine_learning/mfcc.py)
 * [Multilayer Perceptron Classifier](machine_learning/multilayer_perceptron_classifier.py)
 * [Polynomial Regression](machine_learning/polynomial_regression.py)
Expand DownExpand Up@@ -734,6 +741,7 @@
 * [Inverse Of Matrix](matrix/inverse_of_matrix.py)
 * [Largest Square Area In Matrix](matrix/largest_square_area_in_matrix.py)
 * [Matrix Class](matrix/matrix_class.py)
 * [Matrix Multiplication Recursion](matrix/matrix_multiplication_recursion.py)
 * [Matrix Operation](matrix/matrix_operation.py)
 * [Max Area Of Island](matrix/max_area_of_island.py)
 * [Median Matrix](matrix/median_matrix.py)
Expand All@@ -760,10 +768,10 @@
 * [Mish](neural_network/activation_functions/mish.py)
 * [Rectified Linear Unit](neural_network/activation_functions/rectified_linear_unit.py)
 * [Scaled Exponential Linear Unit](neural_network/activation_functions/scaled_exponential_linear_unit.py)
 * [Sigmoid Linear Unit](neural_network/activation_functions/sigmoid_linear_unit.py)
 * [Soboleva Modified Hyperbolic Tangent](neural_network/activation_functions/soboleva_modified_hyperbolic_tangent.py)
 * [Softplus](neural_network/activation_functions/softplus.py)
 * [Squareplus](neural_network/activation_functions/squareplus.py)
 * [Swish](neural_network/activation_functions/swish.py)
 * [Back Propagation Neural Network](neural_network/back_propagation_neural_network.py)
 * [Convolution Neural Network](neural_network/convolution_neural_network.py)
 * [Perceptron](neural_network/perceptron.py)
Expand DownExpand Up@@ -1185,7 +1193,6 @@
 * [Quick Sort](sorts/quick_sort.py)
 * [Quick Sort 3 Partition](sorts/quick_sort_3_partition.py)
 * [Radix Sort](sorts/radix_sort.py)
 * [Recursive Bubble Sort](sorts/recursive_bubble_sort.py)
 * [Recursive Insertion Sort](sorts/recursive_insertion_sort.py)
 * [Recursive Mergesort Array](sorts/recursive_mergesort_array.py)
 * [Recursive Quick Sort](sorts/recursive_quick_sort.py)
Expand DownExpand Up@@ -1216,12 +1223,14 @@
 * [Damerau Levenshtein Distance](strings/damerau_levenshtein_distance.py)
 * [Detecting English Programmatically](strings/detecting_english_programmatically.py)
 * [Dna](strings/dna.py)
 * [Edit Distance](strings/edit_distance.py)
 * [Frequency Finder](strings/frequency_finder.py)
 * [Hamming Distance](strings/hamming_distance.py)
 * [Indian Phone Validator](strings/indian_phone_validator.py)
 * [Is Contains Unique Chars](strings/is_contains_unique_chars.py)
 * [Is Isogram](strings/is_isogram.py)
 * [Is Pangram](strings/is_pangram.py)
 * [Is Polish National Id](strings/is_polish_national_id.py)
 * [Is Spain National Id](strings/is_spain_national_id.py)
 * [Is Srilankan Phone Number](strings/is_srilankan_phone_number.py)
 * [Is Valid Email Address](strings/is_valid_email_address.py)
Expand Down

2 changes: 1 addition & 1 deletion
machine_learning/sequential_minimum_optimization.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -454,7 +454,7 @@ def test_cancel_data():
 print("Hello!\nStart test svm by smo algorithm!")
 # 0: download dataset and load into pandas' dataframe
 if not os.path.exists(r"cancel_data.csv"):
 request = urllib.request.Request(
 request = urllib.request.Request( # noqa: S310
 CANCER_DATASET_URL,
 headers={"User-Agent": "Mozilla/4.0 (compatible; MSIE 5.5; Windows NT)"},
 )
Expand Down

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Force GitHub README to respect dark mode
(function() {
var style = document.createElement('style');
style.textContent = '
.markdown-body {
color-scheme: dark light;
}
.markdown-body pre { background: #161b22 !important; }
.markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }
.markdown-body table th, .markdown-body table td { border-color: #30363d !important; }
.markdown-body img { background: #0d1117; }
.markdown-body blockquote { border-left-color: #8b949e; }
.markdown-body hr { border-color: #30363d; }
';
document.head.appendChild(style);
})();
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
Fix ruff error in `machine_learning/sequential_minimum_optimization.py` by tianyizheng02 · Pull Request #10717 · TheAlgorithms/Python · GitHub
Skip to content
Fix ruff error in machine_learning/sequential_minimum_optimization.py#10717

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Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

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 Merged

cclauss
merged 5 commits into

from

Oct 20, 2023
 Merged


Fix ruff error in machine_learning/sequential_minimum_optimization.py#10717
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106565f

updating DIRECTORY.md

Oct 20, 2023
106d925

Try to fix ruff error in sequential_minimum_optimization.py


tianyizheng02 Oct 20, 2023
e0039d9

Update sequential_minimum_optimization.py


tianyizheng02 Oct 20, 2023
56885c5

Update sequential_minimum_optimization.py


tianyizheng02 Oct 20, 2023
a8aebf1

Update sequential_minimum_optimization.py


tianyizheng02 Oct 20, 2023

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13 changes: 11 additions & 2 deletions
DIRECTORY.md

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Original file line numberDiff line numberDiff line change
Expand Up@@ -37,6 +37,7 @@

## Bit Manipulation
 * [Binary And Operator](bit_manipulation/binary_and_operator.py)
 * [Binary Coded Decimal](bit_manipulation/binary_coded_decimal.py)
 * [Binary Count Setbits](bit_manipulation/binary_count_setbits.py)
 * [Binary Count Trailing Zeros](bit_manipulation/binary_count_trailing_zeros.py)
 * [Binary Or Operator](bit_manipulation/binary_or_operator.py)
Expand All@@ -57,6 +58,7 @@
 * [Power Of 4](bit_manipulation/power_of_4.py)
 * [Reverse Bits](bit_manipulation/reverse_bits.py)
 * [Single Bit Manipulation Operations](bit_manipulation/single_bit_manipulation_operations.py)
 * [Swap All Odd And Even Bits](bit_manipulation/swap_all_odd_and_even_bits.py)

## Blockchain
 * [Diophantine Equation](blockchain/diophantine_equation.py)
Expand DownExpand Up@@ -124,6 +126,7 @@
 * [Transposition Cipher](ciphers/transposition_cipher.py)
 * [Transposition Cipher Encrypt Decrypt File](ciphers/transposition_cipher_encrypt_decrypt_file.py)
 * [Trifid Cipher](ciphers/trifid_cipher.py)
 * [Vernam Cipher](ciphers/vernam_cipher.py)
 * [Vigenere Cipher](ciphers/vigenere_cipher.py)
 * [Xor Cipher](ciphers/xor_cipher.py)

Expand DownExpand Up@@ -163,6 +166,7 @@
 * [Molecular Chemistry](conversions/molecular_chemistry.py)
 * [Octal To Binary](conversions/octal_to_binary.py)
 * [Octal To Decimal](conversions/octal_to_decimal.py)
 * [Octal To Hexadecimal](conversions/octal_to_hexadecimal.py)
 * [Prefix Conversions](conversions/prefix_conversions.py)
 * [Prefix Conversions String](conversions/prefix_conversions_string.py)
 * [Pressure Conversions](conversions/pressure_conversions.py)
Expand All@@ -183,6 +187,7 @@
 * [Prefix Sum](data_structures/arrays/prefix_sum.py)
 * [Product Sum](data_structures/arrays/product_sum.py)
 * [Sparse Table](data_structures/arrays/sparse_table.py)
 * [Sudoku Solver](data_structures/arrays/sudoku_solver.py)
 * Binary Tree
 * [Avl Tree](data_structures/binary_tree/avl_tree.py)
 * [Basic Binary Tree](data_structures/binary_tree/basic_binary_tree.py)
Expand DownExpand Up@@ -548,8 +553,10 @@
 * Loss Functions
 * [Binary Cross Entropy](machine_learning/loss_functions/binary_cross_entropy.py)
 * [Categorical Cross Entropy](machine_learning/loss_functions/categorical_cross_entropy.py)
 * [Hinge Loss](machine_learning/loss_functions/hinge_loss.py)
 * [Huber Loss](machine_learning/loss_functions/huber_loss.py)
 * [Mean Squared Error](machine_learning/loss_functions/mean_squared_error.py)
 * [Mean Squared Logarithmic Error](machine_learning/loss_functions/mean_squared_logarithmic_error.py)
 * [Mfcc](machine_learning/mfcc.py)
 * [Multilayer Perceptron Classifier](machine_learning/multilayer_perceptron_classifier.py)
 * [Polynomial Regression](machine_learning/polynomial_regression.py)
Expand DownExpand Up@@ -734,6 +741,7 @@
 * [Inverse Of Matrix](matrix/inverse_of_matrix.py)
 * [Largest Square Area In Matrix](matrix/largest_square_area_in_matrix.py)
 * [Matrix Class](matrix/matrix_class.py)
 * [Matrix Multiplication Recursion](matrix/matrix_multiplication_recursion.py)
 * [Matrix Operation](matrix/matrix_operation.py)
 * [Max Area Of Island](matrix/max_area_of_island.py)
 * [Median Matrix](matrix/median_matrix.py)
Expand All@@ -760,10 +768,10 @@
 * [Mish](neural_network/activation_functions/mish.py)
 * [Rectified Linear Unit](neural_network/activation_functions/rectified_linear_unit.py)
 * [Scaled Exponential Linear Unit](neural_network/activation_functions/scaled_exponential_linear_unit.py)
 * [Sigmoid Linear Unit](neural_network/activation_functions/sigmoid_linear_unit.py)
 * [Soboleva Modified Hyperbolic Tangent](neural_network/activation_functions/soboleva_modified_hyperbolic_tangent.py)
 * [Softplus](neural_network/activation_functions/softplus.py)
 * [Squareplus](neural_network/activation_functions/squareplus.py)
 * [Swish](neural_network/activation_functions/swish.py)
 * [Back Propagation Neural Network](neural_network/back_propagation_neural_network.py)
 * [Convolution Neural Network](neural_network/convolution_neural_network.py)
 * [Perceptron](neural_network/perceptron.py)
Expand DownExpand Up@@ -1185,7 +1193,6 @@
 * [Quick Sort](sorts/quick_sort.py)
 * [Quick Sort 3 Partition](sorts/quick_sort_3_partition.py)
 * [Radix Sort](sorts/radix_sort.py)
 * [Recursive Bubble Sort](sorts/recursive_bubble_sort.py)
 * [Recursive Insertion Sort](sorts/recursive_insertion_sort.py)
 * [Recursive Mergesort Array](sorts/recursive_mergesort_array.py)
 * [Recursive Quick Sort](sorts/recursive_quick_sort.py)
Expand DownExpand Up@@ -1216,12 +1223,14 @@
 * [Damerau Levenshtein Distance](strings/damerau_levenshtein_distance.py)
 * [Detecting English Programmatically](strings/detecting_english_programmatically.py)
 * [Dna](strings/dna.py)
 * [Edit Distance](strings/edit_distance.py)
 * [Frequency Finder](strings/frequency_finder.py)
 * [Hamming Distance](strings/hamming_distance.py)
 * [Indian Phone Validator](strings/indian_phone_validator.py)
 * [Is Contains Unique Chars](strings/is_contains_unique_chars.py)
 * [Is Isogram](strings/is_isogram.py)
 * [Is Pangram](strings/is_pangram.py)
 * [Is Polish National Id](strings/is_polish_national_id.py)
 * [Is Spain National Id](strings/is_spain_national_id.py)
 * [Is Srilankan Phone Number](strings/is_srilankan_phone_number.py)
 * [Is Valid Email Address](strings/is_valid_email_address.py)
Expand Down

2 changes: 1 addition & 1 deletion
machine_learning/sequential_minimum_optimization.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -454,7 +454,7 @@ def test_cancel_data():
 print("Hello!\nStart test svm by smo algorithm!")
 # 0: download dataset and load into pandas' dataframe
 if not os.path.exists(r"cancel_data.csv"):
 request = urllib.request.Request(
 request = urllib.request.Request( # noqa: S310
 CANCER_DATASET_URL,
 headers={"User-Agent": "Mozilla/4.0 (compatible; MSIE 5.5; Windows NT)"},
 )
Expand Down

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Highlight search terms from Google/DuckDuckGo/Bing referrer
(function() {
var ref = document.referrer;
var terms = [];
if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {
var url = new URL(ref);
var q = url.searchParams.get('q') || url.searchParams.get('p');
if (q) {
terms = q.split(/\s+/).filter(function(t) { return t.length > 2; });
}
}
if (terms.length === 0) return;
var style = document.createElement('style');
style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';
document.head.appendChild(style);
function highlight(node) {
if (node.nodeType === 3) { // text node
var text = node.textContent;
var found = false;
terms.forEach(function(term) {
var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\]\\]/g, '\\') + ')', 'gi');
if (regex.test(text)) {
found = true;
var frag = document.createDocumentFragment();
var parts = text.split(regex);
parts.forEach(function(part, i) {
if (i % 2 === 0) {
frag.appendChild(document.createTextNode(part));
} else {
var span = document.createElement('span');
span.className = 'userscript-highlight';
span.textContent = part;
frag.appendChild(span);
}
});
node.parentNode.replaceChild(frag, node);
}
});
} else if (node.nodeType === 1 && node.childNodes) { // element
var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];
if (!skipTags.includes(node.tagName)) {
Array.from(node.childNodes).forEach(highlight);
}
}
}
highlight(document.body);
// Re-highlight on dynamic content
var observer = new MutationObserver(function(mutations) {
mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1 || node.nodeType === 3) highlight(node);
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
Fix ruff error in `machine_learning/sequential_minimum_optimization.py` by tianyizheng02 · Pull Request #10717 · TheAlgorithms/Python · GitHub
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Fix ruff error in machine_learning/sequential_minimum_optimization.py#10717

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Fix ruff error in machine_learning/sequential_minimum_optimization.py#10717
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106d925

Try to fix ruff error in sequential_minimum_optimization.py


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e0039d9

Update sequential_minimum_optimization.py


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56885c5

Update sequential_minimum_optimization.py


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Update sequential_minimum_optimization.py


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13 changes: 11 additions & 2 deletions
DIRECTORY.md

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Original file line numberDiff line numberDiff line change
Expand Up@@ -37,6 +37,7 @@

## Bit Manipulation
 * [Binary And Operator](bit_manipulation/binary_and_operator.py)
 * [Binary Coded Decimal](bit_manipulation/binary_coded_decimal.py)
 * [Binary Count Setbits](bit_manipulation/binary_count_setbits.py)
 * [Binary Count Trailing Zeros](bit_manipulation/binary_count_trailing_zeros.py)
 * [Binary Or Operator](bit_manipulation/binary_or_operator.py)
Expand All@@ -57,6 +58,7 @@
 * [Power Of 4](bit_manipulation/power_of_4.py)
 * [Reverse Bits](bit_manipulation/reverse_bits.py)
 * [Single Bit Manipulation Operations](bit_manipulation/single_bit_manipulation_operations.py)
 * [Swap All Odd And Even Bits](bit_manipulation/swap_all_odd_and_even_bits.py)

## Blockchain
 * [Diophantine Equation](blockchain/diophantine_equation.py)
Expand DownExpand Up@@ -124,6 +126,7 @@
 * [Transposition Cipher](ciphers/transposition_cipher.py)
 * [Transposition Cipher Encrypt Decrypt File](ciphers/transposition_cipher_encrypt_decrypt_file.py)
 * [Trifid Cipher](ciphers/trifid_cipher.py)
 * [Vernam Cipher](ciphers/vernam_cipher.py)
 * [Vigenere Cipher](ciphers/vigenere_cipher.py)
 * [Xor Cipher](ciphers/xor_cipher.py)

Expand DownExpand Up@@ -163,6 +166,7 @@
 * [Molecular Chemistry](conversions/molecular_chemistry.py)
 * [Octal To Binary](conversions/octal_to_binary.py)
 * [Octal To Decimal](conversions/octal_to_decimal.py)
 * [Octal To Hexadecimal](conversions/octal_to_hexadecimal.py)
 * [Prefix Conversions](conversions/prefix_conversions.py)
 * [Prefix Conversions String](conversions/prefix_conversions_string.py)
 * [Pressure Conversions](conversions/pressure_conversions.py)
Expand All@@ -183,6 +187,7 @@
 * [Prefix Sum](data_structures/arrays/prefix_sum.py)
 * [Product Sum](data_structures/arrays/product_sum.py)
 * [Sparse Table](data_structures/arrays/sparse_table.py)
 * [Sudoku Solver](data_structures/arrays/sudoku_solver.py)
 * Binary Tree
 * [Avl Tree](data_structures/binary_tree/avl_tree.py)
 * [Basic Binary Tree](data_structures/binary_tree/basic_binary_tree.py)
Expand DownExpand Up@@ -548,8 +553,10 @@
 * Loss Functions
 * [Binary Cross Entropy](machine_learning/loss_functions/binary_cross_entropy.py)
 * [Categorical Cross Entropy](machine_learning/loss_functions/categorical_cross_entropy.py)
 * [Hinge Loss](machine_learning/loss_functions/hinge_loss.py)
 * [Huber Loss](machine_learning/loss_functions/huber_loss.py)
 * [Mean Squared Error](machine_learning/loss_functions/mean_squared_error.py)
 * [Mean Squared Logarithmic Error](machine_learning/loss_functions/mean_squared_logarithmic_error.py)
 * [Mfcc](machine_learning/mfcc.py)
 * [Multilayer Perceptron Classifier](machine_learning/multilayer_perceptron_classifier.py)
 * [Polynomial Regression](machine_learning/polynomial_regression.py)
Expand DownExpand Up@@ -734,6 +741,7 @@
 * [Inverse Of Matrix](matrix/inverse_of_matrix.py)
 * [Largest Square Area In Matrix](matrix/largest_square_area_in_matrix.py)
 * [Matrix Class](matrix/matrix_class.py)
 * [Matrix Multiplication Recursion](matrix/matrix_multiplication_recursion.py)
 * [Matrix Operation](matrix/matrix_operation.py)
 * [Max Area Of Island](matrix/max_area_of_island.py)
 * [Median Matrix](matrix/median_matrix.py)
Expand All@@ -760,10 +768,10 @@
 * [Mish](neural_network/activation_functions/mish.py)
 * [Rectified Linear Unit](neural_network/activation_functions/rectified_linear_unit.py)
 * [Scaled Exponential Linear Unit](neural_network/activation_functions/scaled_exponential_linear_unit.py)
 * [Sigmoid Linear Unit](neural_network/activation_functions/sigmoid_linear_unit.py)
 * [Soboleva Modified Hyperbolic Tangent](neural_network/activation_functions/soboleva_modified_hyperbolic_tangent.py)
 * [Softplus](neural_network/activation_functions/softplus.py)
 * [Squareplus](neural_network/activation_functions/squareplus.py)
 * [Swish](neural_network/activation_functions/swish.py)
 * [Back Propagation Neural Network](neural_network/back_propagation_neural_network.py)
 * [Convolution Neural Network](neural_network/convolution_neural_network.py)
 * [Perceptron](neural_network/perceptron.py)
Expand DownExpand Up@@ -1185,7 +1193,6 @@
 * [Quick Sort](sorts/quick_sort.py)
 * [Quick Sort 3 Partition](sorts/quick_sort_3_partition.py)
 * [Radix Sort](sorts/radix_sort.py)
 * [Recursive Bubble Sort](sorts/recursive_bubble_sort.py)
 * [Recursive Insertion Sort](sorts/recursive_insertion_sort.py)
 * [Recursive Mergesort Array](sorts/recursive_mergesort_array.py)
 * [Recursive Quick Sort](sorts/recursive_quick_sort.py)
Expand DownExpand Up@@ -1216,12 +1223,14 @@
 * [Damerau Levenshtein Distance](strings/damerau_levenshtein_distance.py)
 * [Detecting English Programmatically](strings/detecting_english_programmatically.py)
 * [Dna](strings/dna.py)
 * [Edit Distance](strings/edit_distance.py)
 * [Frequency Finder](strings/frequency_finder.py)
 * [Hamming Distance](strings/hamming_distance.py)
 * [Indian Phone Validator](strings/indian_phone_validator.py)
 * [Is Contains Unique Chars](strings/is_contains_unique_chars.py)
 * [Is Isogram](strings/is_isogram.py)
 * [Is Pangram](strings/is_pangram.py)
 * [Is Polish National Id](strings/is_polish_national_id.py)
 * [Is Spain National Id](strings/is_spain_national_id.py)
 * [Is Srilankan Phone Number](strings/is_srilankan_phone_number.py)
 * [Is Valid Email Address](strings/is_valid_email_address.py)
Expand Down

2 changes: 1 addition & 1 deletion
machine_learning/sequential_minimum_optimization.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -454,7 +454,7 @@ def test_cancel_data():
 print("Hello!\nStart test svm by smo algorithm!")
 # 0: download dataset and load into pandas' dataframe
 if not os.path.exists(r"cancel_data.csv"):
 request = urllib.request.Request(
 request = urllib.request.Request( # noqa: S310
 CANCER_DATASET_URL,
 headers={"User-Agent": "Mozilla/4.0 (compatible; MSIE 5.5; Windows NT)"},
 )
Expand Down

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Strip utm_, fbclid, gclid, etc. from all links on page
(function() {
var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',
'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',
'ref', 'ref_src', 'source', 'medium', 'campaign'];
function cleanUrl(url) {
try {
var u = new URL(url, window.location.origin);
var changed = false;
trackingParams.forEach(function(p) {
if (u.searchParams.has(p)) {
u.searchParams.delete(p);
changed = true;
}
});
return changed ? u.toString() : url;
} catch (e) {
return url;
}
}
function cleanLinks() {
document.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
cleanLinks();
var observer = new MutationObserver(function(mutations) {
mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1) {
if (node.tagName === 'A') cleanLinks();
node.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '
Fix ruff error in `machine_learning/sequential_minimum_optimization.py` by tianyizheng02 · Pull Request #10717 · TheAlgorithms/Python · GitHub
Skip to content
Fix ruff error in machine_learning/sequential_minimum_optimization.py#10717

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cclauss
merged 5 commits into

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Oct 20, 2023
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Fix ruff error in machine_learning/sequential_minimum_optimization.py#10717
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106565f

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106d925

Try to fix ruff error in sequential_minimum_optimization.py


tianyizheng02 Oct 20, 2023
e0039d9

Update sequential_minimum_optimization.py


tianyizheng02 Oct 20, 2023
56885c5

Update sequential_minimum_optimization.py


tianyizheng02 Oct 20, 2023
a8aebf1

Update sequential_minimum_optimization.py


tianyizheng02 Oct 20, 2023

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13 changes: 11 additions & 2 deletions
DIRECTORY.md

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Original file line numberDiff line numberDiff line change
Expand Up@@ -37,6 +37,7 @@

## Bit Manipulation
 * [Binary And Operator](bit_manipulation/binary_and_operator.py)
 * [Binary Coded Decimal](bit_manipulation/binary_coded_decimal.py)
 * [Binary Count Setbits](bit_manipulation/binary_count_setbits.py)
 * [Binary Count Trailing Zeros](bit_manipulation/binary_count_trailing_zeros.py)
 * [Binary Or Operator](bit_manipulation/binary_or_operator.py)
Expand All@@ -57,6 +58,7 @@
 * [Power Of 4](bit_manipulation/power_of_4.py)
 * [Reverse Bits](bit_manipulation/reverse_bits.py)
 * [Single Bit Manipulation Operations](bit_manipulation/single_bit_manipulation_operations.py)
 * [Swap All Odd And Even Bits](bit_manipulation/swap_all_odd_and_even_bits.py)

## Blockchain
 * [Diophantine Equation](blockchain/diophantine_equation.py)
Expand DownExpand Up@@ -124,6 +126,7 @@
 * [Transposition Cipher](ciphers/transposition_cipher.py)
 * [Transposition Cipher Encrypt Decrypt File](ciphers/transposition_cipher_encrypt_decrypt_file.py)
 * [Trifid Cipher](ciphers/trifid_cipher.py)
 * [Vernam Cipher](ciphers/vernam_cipher.py)
 * [Vigenere Cipher](ciphers/vigenere_cipher.py)
 * [Xor Cipher](ciphers/xor_cipher.py)

Expand DownExpand Up@@ -163,6 +166,7 @@
 * [Molecular Chemistry](conversions/molecular_chemistry.py)
 * [Octal To Binary](conversions/octal_to_binary.py)
 * [Octal To Decimal](conversions/octal_to_decimal.py)
 * [Octal To Hexadecimal](conversions/octal_to_hexadecimal.py)
 * [Prefix Conversions](conversions/prefix_conversions.py)
 * [Prefix Conversions String](conversions/prefix_conversions_string.py)
 * [Pressure Conversions](conversions/pressure_conversions.py)
Expand All@@ -183,6 +187,7 @@
 * [Prefix Sum](data_structures/arrays/prefix_sum.py)
 * [Product Sum](data_structures/arrays/product_sum.py)
 * [Sparse Table](data_structures/arrays/sparse_table.py)
 * [Sudoku Solver](data_structures/arrays/sudoku_solver.py)
 * Binary Tree
 * [Avl Tree](data_structures/binary_tree/avl_tree.py)
 * [Basic Binary Tree](data_structures/binary_tree/basic_binary_tree.py)
Expand DownExpand Up@@ -548,8 +553,10 @@
 * Loss Functions
 * [Binary Cross Entropy](machine_learning/loss_functions/binary_cross_entropy.py)
 * [Categorical Cross Entropy](machine_learning/loss_functions/categorical_cross_entropy.py)
 * [Hinge Loss](machine_learning/loss_functions/hinge_loss.py)
 * [Huber Loss](machine_learning/loss_functions/huber_loss.py)
 * [Mean Squared Error](machine_learning/loss_functions/mean_squared_error.py)
 * [Mean Squared Logarithmic Error](machine_learning/loss_functions/mean_squared_logarithmic_error.py)
 * [Mfcc](machine_learning/mfcc.py)
 * [Multilayer Perceptron Classifier](machine_learning/multilayer_perceptron_classifier.py)
 * [Polynomial Regression](machine_learning/polynomial_regression.py)
Expand DownExpand Up@@ -734,6 +741,7 @@
 * [Inverse Of Matrix](matrix/inverse_of_matrix.py)
 * [Largest Square Area In Matrix](matrix/largest_square_area_in_matrix.py)
 * [Matrix Class](matrix/matrix_class.py)
 * [Matrix Multiplication Recursion](matrix/matrix_multiplication_recursion.py)
 * [Matrix Operation](matrix/matrix_operation.py)
 * [Max Area Of Island](matrix/max_area_of_island.py)
 * [Median Matrix](matrix/median_matrix.py)
Expand All@@ -760,10 +768,10 @@
 * [Mish](neural_network/activation_functions/mish.py)
 * [Rectified Linear Unit](neural_network/activation_functions/rectified_linear_unit.py)
 * [Scaled Exponential Linear Unit](neural_network/activation_functions/scaled_exponential_linear_unit.py)
 * [Sigmoid Linear Unit](neural_network/activation_functions/sigmoid_linear_unit.py)
 * [Soboleva Modified Hyperbolic Tangent](neural_network/activation_functions/soboleva_modified_hyperbolic_tangent.py)
 * [Softplus](neural_network/activation_functions/softplus.py)
 * [Squareplus](neural_network/activation_functions/squareplus.py)
 * [Swish](neural_network/activation_functions/swish.py)
 * [Back Propagation Neural Network](neural_network/back_propagation_neural_network.py)
 * [Convolution Neural Network](neural_network/convolution_neural_network.py)
 * [Perceptron](neural_network/perceptron.py)
Expand DownExpand Up@@ -1185,7 +1193,6 @@
 * [Quick Sort](sorts/quick_sort.py)
 * [Quick Sort 3 Partition](sorts/quick_sort_3_partition.py)
 * [Radix Sort](sorts/radix_sort.py)
 * [Recursive Bubble Sort](sorts/recursive_bubble_sort.py)
 * [Recursive Insertion Sort](sorts/recursive_insertion_sort.py)
 * [Recursive Mergesort Array](sorts/recursive_mergesort_array.py)
 * [Recursive Quick Sort](sorts/recursive_quick_sort.py)
Expand DownExpand Up@@ -1216,12 +1223,14 @@
 * [Damerau Levenshtein Distance](strings/damerau_levenshtein_distance.py)
 * [Detecting English Programmatically](strings/detecting_english_programmatically.py)
 * [Dna](strings/dna.py)
 * [Edit Distance](strings/edit_distance.py)
 * [Frequency Finder](strings/frequency_finder.py)
 * [Hamming Distance](strings/hamming_distance.py)
 * [Indian Phone Validator](strings/indian_phone_validator.py)
 * [Is Contains Unique Chars](strings/is_contains_unique_chars.py)
 * [Is Isogram](strings/is_isogram.py)
 * [Is Pangram](strings/is_pangram.py)
 * [Is Polish National Id](strings/is_polish_national_id.py)
 * [Is Spain National Id](strings/is_spain_national_id.py)
 * [Is Srilankan Phone Number](strings/is_srilankan_phone_number.py)
 * [Is Valid Email Address](strings/is_valid_email_address.py)
Expand Down

2 changes: 1 addition & 1 deletion
machine_learning/sequential_minimum_optimization.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -454,7 +454,7 @@ def test_cancel_data():
 print("Hello!\nStart test svm by smo algorithm!")
 # 0: download dataset and load into pandas' dataframe
 if not os.path.exists(r"cancel_data.csv"):
 request = urllib.request.Request(
 request = urllib.request.Request( # noqa: S310
 CANCER_DATASET_URL,
 headers={"User-Agent": "Mozilla/4.0 (compatible; MSIE 5.5; Windows NT)"},
 )
Expand Down

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Auto-enable theater mode on YouTube
(function() {
function tryTheater() {
var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]');
if (btn && !btn.classList.contains('activated')) {
btn.click();
}
}
// Try immediately
tryTheater();
// Try after navigation (SPA)
var lastUrl = location.href;
setInterval(function() {
if (location.href !== lastUrl) {
lastUrl = location.href;
setTimeout(tryTheater, 500);
}
}, 1000);
// Also try on player load
var observer = new MutationObserver(tryTheater);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
Fix ruff error in `machine_learning/sequential_minimum_optimization.py` by tianyizheng02 · Pull Request #10717 · TheAlgorithms/Python · GitHub
Skip to content
Fix ruff error in machine_learning/sequential_minimum_optimization.py#10717

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 Merged

cclauss
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Oct 20, 2023
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Fix ruff error in machine_learning/sequential_minimum_optimization.py#10717
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106565f

updating DIRECTORY.md

Oct 20, 2023
106d925

Try to fix ruff error in sequential_minimum_optimization.py


tianyizheng02 Oct 20, 2023
e0039d9

Update sequential_minimum_optimization.py


tianyizheng02 Oct 20, 2023
56885c5

Update sequential_minimum_optimization.py


tianyizheng02 Oct 20, 2023
a8aebf1

Update sequential_minimum_optimization.py


tianyizheng02 Oct 20, 2023

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13 changes: 11 additions & 2 deletions
DIRECTORY.md

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Original file line numberDiff line numberDiff line change
Expand Up@@ -37,6 +37,7 @@

## Bit Manipulation
 * [Binary And Operator](bit_manipulation/binary_and_operator.py)
 * [Binary Coded Decimal](bit_manipulation/binary_coded_decimal.py)
 * [Binary Count Setbits](bit_manipulation/binary_count_setbits.py)
 * [Binary Count Trailing Zeros](bit_manipulation/binary_count_trailing_zeros.py)
 * [Binary Or Operator](bit_manipulation/binary_or_operator.py)
Expand All@@ -57,6 +58,7 @@
 * [Power Of 4](bit_manipulation/power_of_4.py)
 * [Reverse Bits](bit_manipulation/reverse_bits.py)
 * [Single Bit Manipulation Operations](bit_manipulation/single_bit_manipulation_operations.py)
 * [Swap All Odd And Even Bits](bit_manipulation/swap_all_odd_and_even_bits.py)

## Blockchain
 * [Diophantine Equation](blockchain/diophantine_equation.py)
Expand DownExpand Up@@ -124,6 +126,7 @@
 * [Transposition Cipher](ciphers/transposition_cipher.py)
 * [Transposition Cipher Encrypt Decrypt File](ciphers/transposition_cipher_encrypt_decrypt_file.py)
 * [Trifid Cipher](ciphers/trifid_cipher.py)
 * [Vernam Cipher](ciphers/vernam_cipher.py)
 * [Vigenere Cipher](ciphers/vigenere_cipher.py)
 * [Xor Cipher](ciphers/xor_cipher.py)

Expand DownExpand Up@@ -163,6 +166,7 @@
 * [Molecular Chemistry](conversions/molecular_chemistry.py)
 * [Octal To Binary](conversions/octal_to_binary.py)
 * [Octal To Decimal](conversions/octal_to_decimal.py)
 * [Octal To Hexadecimal](conversions/octal_to_hexadecimal.py)
 * [Prefix Conversions](conversions/prefix_conversions.py)
 * [Prefix Conversions String](conversions/prefix_conversions_string.py)
 * [Pressure Conversions](conversions/pressure_conversions.py)
Expand All@@ -183,6 +187,7 @@
 * [Prefix Sum](data_structures/arrays/prefix_sum.py)
 * [Product Sum](data_structures/arrays/product_sum.py)
 * [Sparse Table](data_structures/arrays/sparse_table.py)
 * [Sudoku Solver](data_structures/arrays/sudoku_solver.py)
 * Binary Tree
 * [Avl Tree](data_structures/binary_tree/avl_tree.py)
 * [Basic Binary Tree](data_structures/binary_tree/basic_binary_tree.py)
Expand DownExpand Up@@ -548,8 +553,10 @@
 * Loss Functions
 * [Binary Cross Entropy](machine_learning/loss_functions/binary_cross_entropy.py)
 * [Categorical Cross Entropy](machine_learning/loss_functions/categorical_cross_entropy.py)
 * [Hinge Loss](machine_learning/loss_functions/hinge_loss.py)
 * [Huber Loss](machine_learning/loss_functions/huber_loss.py)
 * [Mean Squared Error](machine_learning/loss_functions/mean_squared_error.py)
 * [Mean Squared Logarithmic Error](machine_learning/loss_functions/mean_squared_logarithmic_error.py)
 * [Mfcc](machine_learning/mfcc.py)
 * [Multilayer Perceptron Classifier](machine_learning/multilayer_perceptron_classifier.py)
 * [Polynomial Regression](machine_learning/polynomial_regression.py)
Expand DownExpand Up@@ -734,6 +741,7 @@
 * [Inverse Of Matrix](matrix/inverse_of_matrix.py)
 * [Largest Square Area In Matrix](matrix/largest_square_area_in_matrix.py)
 * [Matrix Class](matrix/matrix_class.py)
 * [Matrix Multiplication Recursion](matrix/matrix_multiplication_recursion.py)
 * [Matrix Operation](matrix/matrix_operation.py)
 * [Max Area Of Island](matrix/max_area_of_island.py)
 * [Median Matrix](matrix/median_matrix.py)
Expand All@@ -760,10 +768,10 @@
 * [Mish](neural_network/activation_functions/mish.py)
 * [Rectified Linear Unit](neural_network/activation_functions/rectified_linear_unit.py)
 * [Scaled Exponential Linear Unit](neural_network/activation_functions/scaled_exponential_linear_unit.py)
 * [Sigmoid Linear Unit](neural_network/activation_functions/sigmoid_linear_unit.py)
 * [Soboleva Modified Hyperbolic Tangent](neural_network/activation_functions/soboleva_modified_hyperbolic_tangent.py)
 * [Softplus](neural_network/activation_functions/softplus.py)
 * [Squareplus](neural_network/activation_functions/squareplus.py)
 * [Swish](neural_network/activation_functions/swish.py)
 * [Back Propagation Neural Network](neural_network/back_propagation_neural_network.py)
 * [Convolution Neural Network](neural_network/convolution_neural_network.py)
 * [Perceptron](neural_network/perceptron.py)
Expand DownExpand Up@@ -1185,7 +1193,6 @@
 * [Quick Sort](sorts/quick_sort.py)
 * [Quick Sort 3 Partition](sorts/quick_sort_3_partition.py)
 * [Radix Sort](sorts/radix_sort.py)
 * [Recursive Bubble Sort](sorts/recursive_bubble_sort.py)
 * [Recursive Insertion Sort](sorts/recursive_insertion_sort.py)
 * [Recursive Mergesort Array](sorts/recursive_mergesort_array.py)
 * [Recursive Quick Sort](sorts/recursive_quick_sort.py)
Expand DownExpand Up@@ -1216,12 +1223,14 @@
 * [Damerau Levenshtein Distance](strings/damerau_levenshtein_distance.py)
 * [Detecting English Programmatically](strings/detecting_english_programmatically.py)
 * [Dna](strings/dna.py)
 * [Edit Distance](strings/edit_distance.py)
 * [Frequency Finder](strings/frequency_finder.py)
 * [Hamming Distance](strings/hamming_distance.py)
 * [Indian Phone Validator](strings/indian_phone_validator.py)
 * [Is Contains Unique Chars](strings/is_contains_unique_chars.py)
 * [Is Isogram](strings/is_isogram.py)
 * [Is Pangram](strings/is_pangram.py)
 * [Is Polish National Id](strings/is_polish_national_id.py)
 * [Is Spain National Id](strings/is_spain_national_id.py)
 * [Is Srilankan Phone Number](strings/is_srilankan_phone_number.py)
 * [Is Valid Email Address](strings/is_valid_email_address.py)
Expand Down

2 changes: 1 addition & 1 deletion
machine_learning/sequential_minimum_optimization.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -454,7 +454,7 @@ def test_cancel_data():
 print("Hello!\nStart test svm by smo algorithm!")
 # 0: download dataset and load into pandas' dataframe
 if not os.path.exists(r"cancel_data.csv"):
 request = urllib.request.Request(
 request = urllib.request.Request( # noqa: S310
 CANCER_DATASET_URL,
 headers={"User-Agent": "Mozilla/4.0 (compatible; MSIE 5.5; Windows NT)"},
 )
Expand Down

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Remove or un-stick sticky/fixed headers that block content
(function() {
function unstick() {
document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) {
if (el.style.position === 'fixed' || el.style.position === 'sticky' || getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {
el.style.position = 'static';
el.style.top = 'auto';
el.style.zIndex = 'auto';
}
});
}
unstick();
var observer = new MutationObserver(unstick);
observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });
})();
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
})();
Fix ruff error in `machine_learning/sequential_minimum_optimization.py` by tianyizheng02 · Pull Request #10717 · TheAlgorithms/Python · GitHub
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Fix ruff error in machine_learning/sequential_minimum_optimization.py#10717

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cclauss
merged 5 commits into

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Oct 20, 2023
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Fix ruff error in machine_learning/sequential_minimum_optimization.py#10717
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106565f

updating DIRECTORY.md

Oct 20, 2023
106d925

Try to fix ruff error in sequential_minimum_optimization.py


tianyizheng02 Oct 20, 2023
e0039d9

Update sequential_minimum_optimization.py


tianyizheng02 Oct 20, 2023
56885c5

Update sequential_minimum_optimization.py


tianyizheng02 Oct 20, 2023
a8aebf1

Update sequential_minimum_optimization.py


tianyizheng02 Oct 20, 2023

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13 changes: 11 additions & 2 deletions
DIRECTORY.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -37,6 +37,7 @@

## Bit Manipulation
 * [Binary And Operator](bit_manipulation/binary_and_operator.py)
 * [Binary Coded Decimal](bit_manipulation/binary_coded_decimal.py)
 * [Binary Count Setbits](bit_manipulation/binary_count_setbits.py)
 * [Binary Count Trailing Zeros](bit_manipulation/binary_count_trailing_zeros.py)
 * [Binary Or Operator](bit_manipulation/binary_or_operator.py)
Expand All@@ -57,6 +58,7 @@
 * [Power Of 4](bit_manipulation/power_of_4.py)
 * [Reverse Bits](bit_manipulation/reverse_bits.py)
 * [Single Bit Manipulation Operations](bit_manipulation/single_bit_manipulation_operations.py)
 * [Swap All Odd And Even Bits](bit_manipulation/swap_all_odd_and_even_bits.py)

## Blockchain
 * [Diophantine Equation](blockchain/diophantine_equation.py)
Expand DownExpand Up@@ -124,6 +126,7 @@
 * [Transposition Cipher](ciphers/transposition_cipher.py)
 * [Transposition Cipher Encrypt Decrypt File](ciphers/transposition_cipher_encrypt_decrypt_file.py)
 * [Trifid Cipher](ciphers/trifid_cipher.py)
 * [Vernam Cipher](ciphers/vernam_cipher.py)
 * [Vigenere Cipher](ciphers/vigenere_cipher.py)
 * [Xor Cipher](ciphers/xor_cipher.py)

Expand DownExpand Up@@ -163,6 +166,7 @@
 * [Molecular Chemistry](conversions/molecular_chemistry.py)
 * [Octal To Binary](conversions/octal_to_binary.py)
 * [Octal To Decimal](conversions/octal_to_decimal.py)
 * [Octal To Hexadecimal](conversions/octal_to_hexadecimal.py)
 * [Prefix Conversions](conversions/prefix_conversions.py)
 * [Prefix Conversions String](conversions/prefix_conversions_string.py)
 * [Pressure Conversions](conversions/pressure_conversions.py)
Expand All@@ -183,6 +187,7 @@
 * [Prefix Sum](data_structures/arrays/prefix_sum.py)
 * [Product Sum](data_structures/arrays/product_sum.py)
 * [Sparse Table](data_structures/arrays/sparse_table.py)
 * [Sudoku Solver](data_structures/arrays/sudoku_solver.py)
 * Binary Tree
 * [Avl Tree](data_structures/binary_tree/avl_tree.py)
 * [Basic Binary Tree](data_structures/binary_tree/basic_binary_tree.py)
Expand DownExpand Up@@ -548,8 +553,10 @@
 * Loss Functions
 * [Binary Cross Entropy](machine_learning/loss_functions/binary_cross_entropy.py)
 * [Categorical Cross Entropy](machine_learning/loss_functions/categorical_cross_entropy.py)
 * [Hinge Loss](machine_learning/loss_functions/hinge_loss.py)
 * [Huber Loss](machine_learning/loss_functions/huber_loss.py)
 * [Mean Squared Error](machine_learning/loss_functions/mean_squared_error.py)
 * [Mean Squared Logarithmic Error](machine_learning/loss_functions/mean_squared_logarithmic_error.py)
 * [Mfcc](machine_learning/mfcc.py)
 * [Multilayer Perceptron Classifier](machine_learning/multilayer_perceptron_classifier.py)
 * [Polynomial Regression](machine_learning/polynomial_regression.py)
Expand DownExpand Up@@ -734,6 +741,7 @@
 * [Inverse Of Matrix](matrix/inverse_of_matrix.py)
 * [Largest Square Area In Matrix](matrix/largest_square_area_in_matrix.py)
 * [Matrix Class](matrix/matrix_class.py)
 * [Matrix Multiplication Recursion](matrix/matrix_multiplication_recursion.py)
 * [Matrix Operation](matrix/matrix_operation.py)
 * [Max Area Of Island](matrix/max_area_of_island.py)
 * [Median Matrix](matrix/median_matrix.py)
Expand All@@ -760,10 +768,10 @@
 * [Mish](neural_network/activation_functions/mish.py)
 * [Rectified Linear Unit](neural_network/activation_functions/rectified_linear_unit.py)
 * [Scaled Exponential Linear Unit](neural_network/activation_functions/scaled_exponential_linear_unit.py)
 * [Sigmoid Linear Unit](neural_network/activation_functions/sigmoid_linear_unit.py)
 * [Soboleva Modified Hyperbolic Tangent](neural_network/activation_functions/soboleva_modified_hyperbolic_tangent.py)
 * [Softplus](neural_network/activation_functions/softplus.py)
 * [Squareplus](neural_network/activation_functions/squareplus.py)
 * [Swish](neural_network/activation_functions/swish.py)
 * [Back Propagation Neural Network](neural_network/back_propagation_neural_network.py)
 * [Convolution Neural Network](neural_network/convolution_neural_network.py)
 * [Perceptron](neural_network/perceptron.py)
Expand DownExpand Up@@ -1185,7 +1193,6 @@
 * [Quick Sort](sorts/quick_sort.py)
 * [Quick Sort 3 Partition](sorts/quick_sort_3_partition.py)
 * [Radix Sort](sorts/radix_sort.py)
 * [Recursive Bubble Sort](sorts/recursive_bubble_sort.py)
 * [Recursive Insertion Sort](sorts/recursive_insertion_sort.py)
 * [Recursive Mergesort Array](sorts/recursive_mergesort_array.py)
 * [Recursive Quick Sort](sorts/recursive_quick_sort.py)
Expand DownExpand Up@@ -1216,12 +1223,14 @@
 * [Damerau Levenshtein Distance](strings/damerau_levenshtein_distance.py)
 * [Detecting English Programmatically](strings/detecting_english_programmatically.py)
 * [Dna](strings/dna.py)
 * [Edit Distance](strings/edit_distance.py)
 * [Frequency Finder](strings/frequency_finder.py)
 * [Hamming Distance](strings/hamming_distance.py)
 * [Indian Phone Validator](strings/indian_phone_validator.py)
 * [Is Contains Unique Chars](strings/is_contains_unique_chars.py)
 * [Is Isogram](strings/is_isogram.py)
 * [Is Pangram](strings/is_pangram.py)
 * [Is Polish National Id](strings/is_polish_national_id.py)
 * [Is Spain National Id](strings/is_spain_national_id.py)
 * [Is Srilankan Phone Number](strings/is_srilankan_phone_number.py)
 * [Is Valid Email Address](strings/is_valid_email_address.py)
Expand Down

2 changes: 1 addition & 1 deletion
machine_learning/sequential_minimum_optimization.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -454,7 +454,7 @@ def test_cancel_data():
 print("Hello!\nStart test svm by smo algorithm!")
 # 0: download dataset and load into pandas' dataframe
 if not os.path.exists(r"cancel_data.csv"):
 request = urllib.request.Request(
 request = urllib.request.Request( # noqa: S310
 CANCER_DATASET_URL,
 headers={"User-Agent": "Mozilla/4.0 (compatible; MSIE 5.5; Windows NT)"},
 )
Expand Down