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Benchmark imputer predicter#85

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anhkhoangoho wants to merge 56 commits intomainscikit-learn-contrib/qolmat:mainfrom benchmark_imputer_predicterscikit-learn-contrib/qolmat:benchmark_imputer_predicterCopy head branch name to clipboard

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Commits on Oct 9, 2023

• feat: add a framework for imputer predictor

  

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  c3f494a

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• fix

  

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  fe8e2ea

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• fix

  

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Commits on Oct 10, 2023

• fix: transformer of imputer return nan when reverse_transform

  

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Commits on Oct 11, 2023

• fix: bugs

  

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Commits on Oct 13, 2023

• feat: add the case not_nan_dataset

  

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• Merge branch dev into benchmark_imputer_predicter

  

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• fix: bug in the case that there is no categorical feature

  

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• feat: plot_stack_bar

  

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Commits on Oct 20, 2023

• feat: benchmark with transformer skl

  

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Commits on Oct 23, 2023

• feat: add computation duration

  

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• feat: add computation duration

  

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• fix: get_benchmark_aggregate for durations, bug in plot_bar_y_1D for add_nan_indicator

  

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• Merge branch 'dev' into benchmark_imputer_predicter

  

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Commits on Oct 24, 2023

• fix: get name of transformer in get_row_benchmark

  

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• feat: add missing patterns: MCAR, MAR, MNAR

  

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• fix: bug for MAR

  

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• fix: f(a) and f(b) must have different signs

  

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• fix: no need mlflow

  

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• feat: add plotly into environment.ci

  

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• fix: remove rdt

  

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• fix: typing

  

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Commits on Oct 25, 2023

• fix: plot_bar_y_1D cols_grouped less than 3 values

  

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Commits on Oct 30, 2023

• Merge remote-tracking branch 'origin/add_test_varpem_nonregression' into benchmark_imputer_predicter

  

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• Merge remote-tracking branch 'origin/add_test_varpem_nonregression' into benchmark_imputer_predicter

  

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Commits on Nov 2, 2023

• fix: problem of EM and MICE

  

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• feat: add a notebook

  

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Commits on Nov 7, 2023

• fix

  

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Commits on Nov 17, 2023

• feat

  

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  c7daac4

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• refactor

  

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• Merge branch dev of github.com:Quantmetry/qolmat into benchmark_imputer_predicter

  

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• fix: add plotly in env

  

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Commits on Nov 23, 2023

• refactor

  

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• refactor

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• refactor

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• refactor

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• refactor

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• feat: add libs to env

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• feat: add results

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Commits on Nov 24, 2023

• feat: add new results of benchmark

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Commits on Nov 27, 2023

• fix: confidence interval in plot

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Commits on Nov 30, 2023

• feat: change notebook

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Commits on Dec 5, 2023

• feat: add computation time

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Commits on Dec 6, 2023

• fix: np.linalg.svd(M, full_matrices=False)

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• feat: compare_multiple

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Commits on Dec 7, 2023

• Merge branch 'benchmark_imputer_predicter' of github.com:Quantmetry/qolmat into benchmark_imputer_predicter

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Commits on Dec 8, 2023

• Merge remote-tracking branch 'origin/rpca_transform' into benchmark_imputer_predicter

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• feat: add new results

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• feat: create new run with new metrics

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Commits on Jan 10, 2024

• feat: add experiments

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• fix: problem of dcor, cannot process >20K rows of dataframe

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• feat

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Commits on Jan 16, 2024

• feat: get_relative_score

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Commits on Jan 25, 2024

• feat: add new graphs in notebook

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• feat: add more graphs

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Commits on Feb 16, 2024

• feat: update notebook

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