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214 Commits

Author SHA1 Message Date
jbsch
38764378d4 resolved conflicts 2024-10-23 20:55:20 +05:30
jbsch
1713cbe7c2 resolved errors 2024-10-23 20:51:58 +05:30
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2eeb450e2d [pre-commit.ci] auto fixes from pre-commit.com hooks 
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 2024-10-23 15:15:27 +00:00
jbsch
b1353dddd4 ridge regression 2024-10-23 20:44:04 +05:30
jbsch
7484cda516 ridge regression 2024-10-23 20:40:28 +05:30
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21fe32fcbe [pre-commit.ci] auto fixes from pre-commit.com hooks 
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 2024-10-23 14:21:41 +00:00
jbsch
6fc134d96c added ridge regression 2024-10-23 19:49:44 +05:30
jbsch
a84d209c08 added ridge regression 2024-10-23 19:47:34 +05:30
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d4fc2bf852 [pre-commit.ci] auto fixes from pre-commit.com hooks 
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 2024-10-23 14:10:48 +00:00
jbsch
b72320b402 added ridge regression 2024-10-23 19:37:10 +05:30
jbsch
1cb79bc72a added ridge regression 2024-10-23 19:27:43 +05:30
Christian Clauss
e9e7c96465
Create GitHub Pages docs with Sphinx (#11888) 2024-10-08 19:09:28 +02:00
Christian Clauss
0177ae1cd5
Upgrade to Python 3.13 (#11588) 2024-09-30 23:01:15 +02:00
Tianyi Zheng
446742387e
Fix grammar and spelling mistakes in sequential_minimum_optimization.py (#11427) 2024-06-13 17:47:29 -04:00
AtomicVar
c919579869
Add KL divergence loss algorithm (#11238) 
* Add KL divergence loss algorithm

* Apply suggestions from code review

---------

Co-authored-by: Tianyi Zheng <tianyizheng02@gmail.com>
 2024-06-02 20:15:01 -07:00
Mandeep Singh
2f1704dae5
issue #11150 Ensure explicit column selection and data type setting in data reading process. (#11302) 
* issue #11150 Ensure explicit column selection and data type setting in data reading process.

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

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 2024-06-02 18:27:35 -07:00
Maxim Smolskiy
c599f6c910
Fix some SIM114 per file ignores (#11395) 
* updating DIRECTORY.md

* Fix some SIM114 per file ignores

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

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* 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>
 2024-05-10 21:59:53 +02:00
Maxim Smolskiy
3925b8155b
Fix ARG005 per file ignore (#11383) 2024-04-24 06:32:25 +02:00
Maxim Smolskiy
d016fda51c
Enable ruff RUF003 rule (#11376) 
* Enable ruff RUF003 rule

* Update pyproject.toml

---------

Co-authored-by: Christian Clauss <cclauss@me.com>
 2024-04-22 21:56:14 +02:00
Maxim Smolskiy
4700297b3e
Enable ruff RUF002 rule (#11377) 
* Enable ruff RUF002 rule

* Fix

---------

Co-authored-by: Christian Clauss <cclauss@me.com>
 2024-04-22 21:51:47 +02:00
pre-commit-ci[bot]
dbfa21813f
[pre-commit.ci] pre-commit autoupdate (#11380) 
* [pre-commit.ci] pre-commit autoupdate

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.3.7 → v0.4.1](https://github.com/astral-sh/ruff-pre-commit/compare/v0.3.7...v0.4.1)
- [github.com/tox-dev/pyproject-fmt: 1.7.0 → 1.8.0](https://github.com/tox-dev/pyproject-fmt/compare/1.7.0...1.8.0)

* from keras import layers, models

* Update lstm_prediction.py

---------

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Co-authored-by: Christian Clauss <cclauss@me.com>
 2024-04-22 21:43:19 +02:00
Maxim Smolskiy
2702bf9400
Enable ruff S113 rule (#11375) 
* Enable ruff S113 rule

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---------

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 2024-04-21 19:34:18 +02:00
Maxim Smolskiy
a42eb35702
Enable ruff E741 rule (#11370) 
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 2024-04-19 21:30:22 +02:00
Maxim Smolskiy
f8a948914b
Enable ruff NPY002 rule (#11336) 2024-04-01 21:39:31 +02:00
Maxim Smolskiy
f2246ce7fd
Enable ruff ICN001 rule (#11329) 
* Enable ruff ICN001 rule

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 2024-03-28 18:03:23 +00:00
Maxim Smolskiy
516a3028d1
Enable ruff PLR5501 rule (#11332) 
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 2024-03-28 18:25:41 +01:00
Maxim Smolskiy
a936e94704
Enable ruff ARG001 rule (#11321) 
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* Fix dynamic_programming/combination_sum_iv.py

* Fix machine_learning/frequent_pattern_growth.py

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* Fix

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* Fix physics/n_body_simulation.py

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* Fix

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* Fix

* Fix

---------

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 2024-03-20 15:00:17 +01:00
pre-commit-ci[bot]
bc8df6de31
[pre-commit.ci] pre-commit autoupdate (#11322) 
* [pre-commit.ci] pre-commit autoupdate

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 2024-03-13 07:52:41 +01:00
guangwu
5f95d6f805
fix: function name typo (#11319) 
* 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>
 2024-03-12 09:40:32 +01:00
Maxim Smolskiy
fd27953d44
Reenable files when TensorFlow supports the current Python (#11318) 
* Remove python_version < '3.12' for tensorflow

* Reenable dynamic_programming/k_means_clustering_tensorflow.py

* updating DIRECTORY.md

* Try to fix ruff

* Try to fix ruff

* Try to fix ruff

* Try to fix ruff

* Try to fix ruff

* Reenable machine_learning/lstm/lstm_prediction.py

* updating DIRECTORY.md

* Try to fix ruff

* Reenable computer_vision/cnn_classification.py

* updating DIRECTORY.md

* Reenable neural_network/input_data.py

* updating DIRECTORY.md

* Try to fix ruff

* Try to fix ruff

* Try to fix mypy

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

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* Try to fix ruff

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

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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>
 2024-03-12 09:35:49 +01:00
pre-commit-ci[bot]
ed8d9209da
[pre-commit.ci] pre-commit autoupdate (#11275) 
* [pre-commit.ci] pre-commit autoupdate

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* Upgrade pyproject.toml

* Revert sudoku_solver.py RUF017 Avoid quadratic list summation

---------

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Co-authored-by: Christian Clauss <cclauss@me.com>
 2024-02-05 20:48:10 +01:00
AtomicVar
c1d29ba459
Add smooth l1 loss algorithm (#11239) 2024-01-30 09:18:56 +01:00
AtomicVar
3952ba703a
Add categorical focal cross-entropy loss algorithm (#11248) 2024-01-18 13:41:29 +01:00
Suyash Dongre
257cfbdf6e
Added doctest to decision_tree.py (#11143) 
* Added doctest to decision_tree.py

* Update decision_tree.py

* Update machine_learning/decision_tree.py

* Update machine_learning/decision_tree.py

* raise ValueError()

* Update decision_tree.py

---------

Co-authored-by: Christian Clauss <cclauss@me.com>
 2023-11-05 14:01:00 +05:45
Sanket Nikam
a0e80a74c8
Added Gradient Boosting Classifier (#10944) 
* Added Gradient Boosting Classifier

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

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* Update gradient_boosting_classifier.py

* Update gradient_boosting_classifier.py

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* Update gradient_boosting_classifier.py

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 2023-10-27 23:17:58 +02:00
Poojan Smart
e4eda14583
Add perplexity loss algorithm (#11028) 2023-10-27 10:44:33 -04:00
Poojan Smart
5987f86192
Add automatic differentiation algorithm (#10977) 
* Added automatic differentiation algorithm

* file name changed

* Resolved pre commit errors

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* added noqa for ignoring check

* adding typing_extension for adding Self type in __new__

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* sorted requirement.text dependency

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* resolved ruff

---------

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 2023-10-27 10:47:24 +02:00
Suyash Dongre
dd7d18d49e
Added doctest, docstring and typehint for sigmoid_function & cost_function (#10828) 
* Added doctest for sigmoid_function & cost_function

* Update logistic_regression.py

* Update logistic_regression.py

* Minor formatting changes in doctests

* Apply suggestions from code review

* Made requested changes in logistic_regression.py

* Apply suggestions from code review

---------

Co-authored-by: Tianyi Zheng <tianyizheng02@gmail.com>
 2023-10-26 03:55:56 -04:00
Megan Payne
1a5d5cf93d
Mean absolute error (#10927) 
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* fixed error in MAE

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Co-authored-by: Tianyi Zheng <tianyizheng02@gmail.com>

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Co-authored-by: Tianyi Zheng <tianyizheng02@gmail.com>
 2023-10-26 01:31:47 -04:00
Humzafazal72
0ffe506ea7
added mean absolute percentage error (#10464) 
* added mean absolute percentage error

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

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* added mean_absolute_percentage_error

* added mean_absolute_percentage_error

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* 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

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* 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>
 2023-10-25 19:05:35 -04:00
Suyash Dongre
dc4e89805a
Added docstring/documentation for sigmoid_function (#10756) 
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* Added doctest for sigmoid_function

* Added doctest for sigmoid_function
 2023-10-23 01:27:33 -04:00
Ankit Avinash
abd6bca074
Added Binary Focal Cross Entropy (#10674) 
* Added Binary Focal Cross Entropy

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

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* Fixed Issue

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* Added BFCE loss to loss_functions.py

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* Update machine_learning/loss_functions.py

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 2023-10-23 01:24:51 -04:00
Jeel Gajera
47c19d9b2d
Add: FP Growth Algorithm (#10746) 
* Add: FP Growth Algorithm

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* changes names

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* Revert "changes names"

This reverts commit c0470094d0.

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* Update frequent_pattern_growth.py

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Co-authored-by: Jeel Gajera <jeelgajera00@gmail.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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 2023-10-21 16:51:29 +02:00
Tianyi Zheng
5645084dcd
Consolidate loss functions into a single file (#10737) 
* Consolidate loss functions into single file

* updating DIRECTORY.md

* Fix typo

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 2023-10-20 23:29:42 +02:00
Tianyi Zheng
51805338af
Fix ruff error in machine_learning/sequential_minimum_optimization.py (#10717) 
* updating DIRECTORY.md

* Try to fix ruff error in sequential_minimum_optimization.py

* Update sequential_minimum_optimization.py

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 2023-10-20 05:35:38 +02:00
Ankit Avinash
bd3072b845
Added Mean Squared Logarithmic Error (MSLE) Loss Function (#10637) 
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* Added Mean Squared Logarithmic Error (MSLE)

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 2023-10-19 10:46:39 -04:00
Poojan Smart
361f64c21d
Adds hinge loss function algorithm (#10628) 
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---------

Co-authored-by: Christian Clauss <cclauss@me.com>
 2023-10-18 10:09:13 -04:00
Jeel Gajera
d00888de76
feat: adding Apriori Algorithm (#10491) 
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* fix: typo

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* Replace generate_candidates() with itertools.combinations()

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 2023-10-15 23:49:53 +02:00
Tianyi Zheng
71b372f5e2
Remove doctest in xgboost_regressor.py main function (#10422) 
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 2023-10-14 15:34:05 +02:00
Christian Clauss
3f094fe49d
Ruff pandas vet (#10281) 
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 2023-10-11 14:30:02 -04:00