Tianyi Zheng e406801f9e

Reimplement polynomial_regression.py (#8889) ...

* Reimplement polynomial_regression.py

Rename machine_learning/polymonial_regression.py to
machine_learning/polynomial_regression.py

Reimplement machine_learning/polynomial_regression.py using numpy
because the old original implementation was just a how-to on doing
polynomial regression using sklearn

Add detailed function documentation, doctests, and algorithm
explanation

* updating DIRECTORY.md

* Fix matrix formatting in docstrings

* Try to fix failing doctest

* Debugging failing doctest

* Fix failing doctest attempt 2

* Remove unnecessary return value descriptions in docstrings

* Readd placeholder doctest for main function

* Fix typo in algorithm description

---------

Co-authored-by: github-actions <${GITHUB_ACTOR}@users.noreply.github.com>

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

..

forecasting

Remove some print statements within algorithmic functions (#7499)

2022-10-22 13:33:51 +02:00

local_weighted_learning

local_weighted_learning.py: fix mypy errors and more (#8073)

2023-05-17 12:05:55 +12:00

lstm

Change to https. (#7277)

2022-10-16 09:43:29 +02:00

__init__.py

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

2020-09-28 19:42:36 +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

Dimensionality reduction (#8590)

2023-04-17 10:34:22 +12:00

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

Make some ruff fixes (#8154)

2023-03-01 17:23:33 +01:00

k_means_clust.py

Make some ruff fixes (#8154)

2023-03-01 17:23:33 +01:00

k_nearest_neighbours.py

Update our pre-commit dependencies (#4273)

2021-03-20 10:42:17 +05:30

knn_sklearn.py

Change occurrences of str.format to f-strings (#4118)

2021-02-23 11:23:49 +05:30

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

Added mean absolute error in linear regression (#7003)

2022-10-30 13:42:59 +01:00

logistic_regression.py

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

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

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

New gitter link added or replaced (#8551)

2023-03-26 17:19:18 +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

XGB Regressor (#7107)

2022-10-23 13:47:19 +02:00