Ankit Avinash abd6bca074 Added Binary Focal Cross Entropy (#10674) ...

* Added Binary Focal Cross Entropy

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Fixed Issue

* Fixed Issue

* Added BFCE loss to loss_functions.py

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Update machine_learning/loss_functions.py

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Tianyi Zheng <tianyizheng02@gmail.com>

2023-10-23 01:24:51 -04:00

..

forecasting

Fixed Pytest warnings for machine_learning/forecasting (#8958)

2023-08-14 01:34:16 -07:00

local_weighted_learning

Fix DeprecationWarning in local_weighted_learning.py (Attempt 2) (#9170)

2023-10-01 17:07:25 +13:00

lstm

Upgrade to Python 3.12 (#9576)

2023-10-03 14:47:10 +05:30

__init__.py

Add __init__.py files in all the directories (#2503)

2020-09-28 19:42:36 +02:00

apriori_algorithm.py

feat: adding Apriori Algorithm (#10491)

2023-10-15 23:49:53 +02:00

astar.py

Update astar.py (#6456)

2022-10-02 23:55:24 +02:00

data_transformations.py

Format docs (#7821)

2022-10-29 08:26:19 +02:00

decision_tree.py

Remove depreciated np.float (#7394)

2022-10-18 11:57:03 +02:00

dimensionality_reduction.py

Ruff pandas vet (#10281)

2023-10-11 14:30:02 -04:00

frequent_pattern_growth.py

Add: FP Growth Algorithm (#10746)

2023-10-21 16:51:29 +02:00

gaussian_naive_bayes.py.broken.txt

Add autoclave cipher (#8029)

2022-12-18 23:26:39 +01:00

gradient_boosting_regressor.py.broken.txt

Add autoclave cipher (#8029)

2022-12-18 23:26:39 +01:00

gradient_descent.py

[pre-commit.ci] pre-commit autoupdate (#9013)

2023-08-29 15:18:10 +02:00

k_means_clust.py

Ruff pandas vet (#10281)

2023-10-11 14:30:02 -04:00

k_nearest_neighbours.py

Consolidate the two existing kNN implementations (#8903)

2023-09-27 14:01:18 +02:00

linear_discriminant_analysis.py

Solving the Top k most frequent words problem using a max-heap (#8685)

2023-04-27 23:02:07 +05:30

linear_regression.py

[pre-commit.ci] pre-commit autoupdate (#9013)

2023-08-29 15:18:10 +02:00

logistic_regression.py

Add pep8-naming to pre-commit hooks and fixes incorrect naming conventions (#7062)

2022-10-13 00:54:20 +02:00

loss_functions.py

Added Binary Focal Cross Entropy (#10674)

2023-10-23 01:24:51 -04:00

mfcc.py

Add MFCC Feature Extraction Algorithm (#9057)

2023-09-24 23:08:51 +02:00

multilayer_perceptron_classifier.py

Add pep8-naming to pre-commit hooks and fixes incorrect naming conventions (#7062)

2022-10-13 00:54:20 +02:00

polynomial_regression.py

Reimplement polynomial_regression.py (#8889)

2023-07-28 20:17:46 +02:00

random_forest_classifier.py.broken.txt

Add autoclave cipher (#8029)

2022-12-18 23:26:39 +01:00

random_forest_regressor.py.broken.txt

Add autoclave cipher (#8029)

2022-12-18 23:26:39 +01:00

scoring_functions.py

Add GitHub action for pre-commit (#2515)

2020-09-30 15:23:34 +02:00

self_organizing_map.py

pre-commit: Upgrade psf/black for stable style 2023 (#8110)

2023-02-01 18:44:54 +05:30

sequential_minimum_optimization.py

Fix ruff error in machine_learning/sequential_minimum_optimization.py (#10717)

2023-10-20 05:35:38 +02:00

similarity_search.py

Add more ruff rules (#8767)

2023-05-26 09:34:17 +02:00

support_vector_machines.py

Add more ruff rules (#8767)

2023-05-26 09:34:17 +02:00

word_frequency_functions.py

Add pep8-naming to pre-commit hooks and fixes incorrect naming conventions (#7062)

2022-10-13 00:54:20 +02:00

xgboost_classifier.py

pre-commit: Upgrade psf/black for stable style 2023 (#8110)

2023-02-01 18:44:54 +05:30

xgboost_regressor.py

Remove doctest in xgboost_regressor.py main function (#10422)

2023-10-14 15:34:05 +02:00