* issue #11150 Ensure explicit column selection and data type setting in data reading process.
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* updating DIRECTORY.md
* Fix some SIM114 per file ignores
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Fix review issue
---------
Co-authored-by: MaximSmolskiy <MaximSmolskiy@users.noreply.github.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* Enable ruff S113 rule
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* Enable ruff E741 rule
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* Enable ruff ICN001 rule
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* Enable ruff PLR5501 rule
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* fix: function name typo
Signed-off-by: guoguangwu <guoguangwug@gmail.com>
* lfu_cache.py: Use f-strings
* rsa_cipher.py: Use f-strings
---------
Signed-off-by: guoguangwu <guoguangwug@gmail.com>
Co-authored-by: Christian Clauss <cclauss@me.com>
* Added Gradient Boosting Classifier
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Update gradient_boosting_classifier.py
* Update gradient_boosting_classifier.py
* Update gradient_boosting_classifier.py
* Update gradient_boosting_classifier.py
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* Added automatic differentiation algorithm
* file name changed
* Resolved pre commit errors
* updated dependency
* added noqa for ignoring check
* adding typing_extension for adding Self type in __new__
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* sorted requirement.text dependency
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* resolved ruff
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* added mean absolute error to loss_functions.py
* added doctest to mean absolute error to loss_functions.py
* fixed long line in loss_functions.py
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* fixed error in MAE
* Update machine_learning/loss_functions.py
Co-authored-by: Tianyi Zheng <tianyizheng02@gmail.com>
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Tianyi Zheng <tianyizheng02@gmail.com>
* added mean absolute percentage error
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* added mean_absolute_percentage_error
* added mean_absolute_percentage_error
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* added mean_absolute_percentage_error
* added mean_absolute_percentage_error
* added mean absolute percentage error
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* added mean absolute percentage error
* added mean absolute percentage error
* added mean absolute percentage error
* added mean absolute percentage error
* added mean absolute percentage error
* 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>
* 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>
* Add: FP Growth Algorithm
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* changes names
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Revert "changes names"
This reverts commit c0470094d0.
* refactore code
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Update frequent_pattern_growth.py
---------
Co-authored-by: Jeel Gajera <jeelgajera00@gmail.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Christian Clauss <cclauss@me.com>
* Added Mean Squared Logarithmic Error (MSLE)
* Added Mean Squared Logarithmic Error (MSLE)
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* Adds exponential moving average algorithm
* code clean up
* spell correction
* Modifies I/O types of function
* Replaces generator function
* Resolved mypy type error
* readibility of code and documentation
* Update exponential_moving_average.py
* Adds hinge loss function
* suggested doc and refactoring changes
* refactoring
---------
Co-authored-by: Christian Clauss <cclauss@me.com>