PARIKSHIT SINGH 8826ad3a4d

feat: Implement Principal Component Analysis (PCA) (#12596) ...

- Added PCA implementation with dataset standardization.
- Used Singular Value Decomposition (SVD) for computing principal components.
- Fixed import sorting to comply with PEP 8 (Ruff I001).
- Ensured type hints and docstrings for better readability.
- Added doctests to validate correctness.
- Passed all Ruff checks and automated tests.

2025-03-02 12:03:12 +01:00

..

forecasting

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local_weighted_learning

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lstm

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__init__.py

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

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apriori_algorithm.py

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astar.py

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automatic_differentiation.py

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data_transformations.py

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decision_tree.py

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dimensionality_reduction.py

Ruff pandas vet (#10281)

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frequent_pattern_growth.py

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gaussian_naive_bayes.py.broken.txt

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gradient_boosting_classifier.py

Added Gradient Boosting Classifier (#10944)

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gradient_boosting_regressor.py.broken.txt

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gradient_descent.py

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k_means_clust.py

Enable ruff NPY002 rule (#11336)

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k_nearest_neighbours.py

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linear_discriminant_analysis.py

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linear_regression.py

Added test to linear regression (#12353)

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logistic_regression.py

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loss_functions.py

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mfcc.py

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multilayer_perceptron_classifier.py

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polynomial_regression.py

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principle_component_analysis.py

feat: Implement Principal Component Analysis (PCA) (#12596)

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random_forest_classifier.py.broken.txt

Add autoclave cipher (#8029)

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random_forest_regressor.py.broken.txt

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scoring_functions.py

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self_organizing_map.py

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sequential_minimum_optimization.py

Fix grammar and spelling mistakes in sequential_minimum_optimization.py (#11427)

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similarity_search.py

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support_vector_machines.py

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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)

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xgboost_regressor.py

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

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