Preview

csinva-imodels-111bcf1
- .github
  - workflows
    - python-package.yml
      
      670 Bytes
- .gitignore
  
  491 Bytes
- _config.yml
  
  124 Bytes
- citation.cff
  
  531 Bytes
- docs
  - algebraic
    - index.html
      
      7.0 kB
    - slim.html
      
      26.9 kB
  - build_docs.sh
    
    197 Bytes
  - conda
    - bld.bat
      
      50 Bytes
    - build.sh
      
      69 Bytes
    - make_meta.yaml
      
      253 Bytes
    - meta.yaml
      
      863 Bytes
  - contributing.md
    
    1.3 kB
  - discretization
    - discretizer.html
      
      107.9 kB
    - index.html
      
      7.5 kB
    - mdlp.html
      
      70.6 kB
    - simple.html
      
      14.8 kB
  - experimental
    - bartpy
      - data.html
        
        55.4 kB
      - diagnostics
        
        diagnostics.html
        
        8.5 kB
        
        features.html
        
        34.7 kB
        
        index.html
        
        8.5 kB
        
        residuals.html
        
        9.5 kB
        
        sampling.html
        
        8.2 kB
        
        sigma.html
        
        8.1 kB
        
        trees.html
        
        8.9 kB
      - errors.html
        
        8.2 kB
      - extensions
        
        baseestimator.html
        
        14.6 kB
        
        index.html
        
        7.1 kB
        
        ols.html
        
        14.0 kB
      - features
        
        featureimportance.html
        
        22.1 kB
        
        featureselection.html
        
        17.6 kB
        
        index.html
        
        7.1 kB
      - index.html
        
        12.6 kB
      - initializers
        
        index.html
        
        7.2 kB
        
        initializer.html
        
        10.9 kB
        
        sklearntreeinitializer.html
        
        17.8 kB
      - model.html
        
        22.2 kB
      - mutation.html
        
        12.9 kB
      - node.html
        
        32.3 kB
      - plotting.html
        
        8.5 kB
      - runner.html
        
        12.5 kB
      - samplers
        
        index.html
        
        9.6 kB
        
        leafnode.html
        
        13.2 kB
        
        modelsampler.html
        
        16.4 kB
        
        oblivioustrees
        
        index.html
        
        7.7 kB
        
        likihoodratio.html
        
        37.3 kB
        
        proposer.html
        
        17.9 kB
        
        treemutation.html
        
        16.3 kB
        
        sampler.html
        
        9.8 kB
        
        scalar.html
        
        15.3 kB
        
        schedule.html
        
        13.8 kB
        
        sigma.html
        
        10.7 kB
        
        treemutation.html
        
        32.4 kB
        
        unconstrainedtree
        
        index.html
        
        7.7 kB
        
        likihoodratio.html
        
        42.1 kB
        
        proposer.html
        
        23.0 kB
        
        treemutation.html
        
        16.2 kB
      - sigma.html
        
        12.1 kB
      - sklearnmodel.html
        
        101.0 kB
      - split.html
        
        15.3 kB
      - splitcondition.html
        
        19.0 kB
      - trace.html
        
        9.6 kB
      - tree.html
        
        30.6 kB
    - figs_ensembles.html
      
      75.9 kB
    - index.html
      
      7.8 kB
    - stablelinear.html
      
      29.9 kB
    - stableskope.html
      
      20.2 kB
    - util.html
      
      10.6 kB
  - favicon.ico
    
    15.4 kB
  - github.css
    
    8.0 kB
  - img
    - algebraic_models.jpg
      
      108.2 kB
    - anim.gif
      
      1.2 MB
    - imodels_logo.svg
      
      14.0 kB
    - model_table.png
      
      1.2 MB
    - model_table_rules.png
      
      417.4 kB
    - rule_candidates.jpg
      
      11.9 kB
    - rule_list.jpg
      
      122.6 kB
    - rule_overfit.jpg
      
      8.5 kB
    - rule_pruned.jpg
      
      7.6 kB
    - rule_set.jpg
      
      126.7 kB
    - rule_tree.jpg
      
      108.6 kB
  - index.html
    
    40.3 kB
  - paper
    - compile_paper.sh
      
      389 Bytes
    - paper.md
      
      4.5 kB
    - references.bib
      
      3.8 kB
  - rule_list
    - bayesian_rule_list
      - bayesian_rule_list.html
        
        44.4 kB
      - brl_util.html
        
        61.8 kB
      - index.html
        
        7.7 kB
    - corels_wrapper.html
      
      42.8 kB
    - greedy_rule_list.html
      
      49.6 kB
    - index.html
      
      8.6 kB
    - one_r.html
      
      16.9 kB
    - rule_list.html
      
      7.8 kB
  - rule_set
    - boosted_rules.html
      
      28.3 kB
    - brs.html
      
      77.4 kB
    - fplasso.html
      
      26.8 kB
    - fpskope.html
      
      20.7 kB
    - index.html
      
      9.5 kB
    - rule_fit.html
      
      58.3 kB
    - rule_set.html
      
      11.6 kB
    - skope_rules.html
      
      71.9 kB
    - slipper.html
      
      9.7 kB
    - slipper_util.html
      
      30.5 kB
  - style_docs.py
    
    2.8 kB
  - tree
    - c45_tree
      - c45_tree.html
        
        59.0 kB
      - c45_utils.html
        
        19.6 kB
      - index.html
        
        7.2 kB
    - cart_ccp.html
      
      55.2 kB
    - cart_wrapper.html
      
      25.1 kB
    - figs.html
      
      53.7 kB
    - gosdt
      - index.html
        
        7.2 kB
      - pygosdt.html
        
        46.5 kB
      - pygosdt_helper.html
        
        69.0 kB
      - pygosdt_shrinkage.html
        
        33.3 kB
    - hierarchical_shrinkage.html
      
      52.4 kB
    - index.html
      
      8.7 kB
    - iterative_random_forest
      - index.html
        
        7.2 kB
      - iterative_random_forest.html
        
        10.6 kB
  - troubleshooting.md
    
    820 Bytes
  - util
    - checks.html
      
      13.4 kB
    - convert.html
      
      20.2 kB
    - data_util.html
      
      23.9 kB
    - distillation.html
      
      13.7 kB
    - evaluate
      - index.html
        
        6.1 kB
    - explain_errors.html
      
      11.9 kB
    - extract.html
      
      20.9 kB
    - index.html
      
      10.1 kB
    - metrics.html
      
      12.3 kB
    - neural_nets.html
      
      27.1 kB
    - prune.html
      
      17.1 kB
    - rule.html
      
      16.5 kB
    - score.html
      
      19.4 kB
    - transforms.html
      
      15.6 kB
    - tree.html
      
      9.6 kB
- imodels
  - __init__.py
    
    2.6 kB
  - algebraic
    - __init__.py
      
      95 Bytes
    - slim.py
      
      5.8 kB
  - discretization
    - __init__.py
      
      151 Bytes
    - discretizer.py
      
      33.6 kB
    - mdlp.py
      
      18.1 kB
    - simple.py
      
      2.2 kB
  - experimental
    - __init__.py
      
      0 Bytes
    - bartpy
      - __init__.py
        
        87 Bytes
      - data.py
        
        10.9 kB
      - diagnostics
        
        __init__.py
        
        0 Bytes
        
        diagnostics.py
        
        823 Bytes
        
        features.py
        
        8.3 kB
        
        residuals.py
        
        769 Bytes
        
        sampling.py
        
        448 Bytes
        
        sigma.py
        
        432 Bytes
        
        trees.py
        
        840 Bytes
      - errors.py
        
        111 Bytes
      - extensions
        
        __init__.py
        
        0 Bytes
        
        baseestimator.py
        
        1.0 kB
        
        ols.py
        
        796 Bytes
      - features
        
        __init__.py
        
        0 Bytes
        
        featureimportance.py
        
        4.8 kB
        
        featureselection.py
        
        2.8 kB
      - initializers
        
        __init__.py
        
        0 Bytes
        
        initializer.py
        
        728 Bytes
        
        sklearntreeinitializer.py
        
        3.3 kB
      - model.py
        
        3.7 kB
      - mutation.py
        
        1.3 kB
      - node.py
        
        4.5 kB
      - plotting.py
        
        362 Bytes
      - readme.md
        
        239 Bytes
      - runner.py
        
        1.8 kB
      - samplers
        
        __init__.py
        
        0 Bytes
        
        leafnode.py
        
        1.9 kB
        
        modelsampler.py
        
        2.7 kB
        
        oblivioustrees
        
        __init__.py
        
        0 Bytes
        
        likihoodratio.py
        
        7.0 kB
        
        proposer.py
        
        2.9 kB
        
        treemutation.py
        
        2.4 kB
        
        sampler.py
        
        272 Bytes
        
        scalar.py
        
        1.4 kB
        
        schedule.py
        
        2.0 kB
        
        sigma.py
        
        720 Bytes
        
        treemutation.py
        
        4.4 kB
        
        unconstrainedtree
        
        __init__.py
        
        0 Bytes
        
        likihoodratio.py
        
        8.2 kB
        
        proposer.py
        
        4.1 kB
        
        treemutation.py
        
        2.3 kB
      - sigma.py
        
        1.2 kB
      - sklearnmodel.py
        
        23.8 kB
      - split.py
        
        1.7 kB
      - splitcondition.py
        
        3.3 kB
      - trace.py
        
        1.1 kB
      - tree.py
        
        5.5 kB
    - figs_ensembles.py
      
      20.5 kB
    - stablelinear.py
      
      3.3 kB
    - stableskope.py
      
      2.3 kB
    - util.py
      
      1.5 kB
  - rule_list
    - __init__.py
      
      70 Bytes
    - bayesian_rule_list
      - .gitignore
        
        11 Bytes
      - __init__.py
        
        166 Bytes
      - bayesian_rule_list.py
        
        12.3 kB
      - brl_util.py
        
        22.5 kB
    - corels_wrapper.py
      
      11.5 kB
    - greedy_rule_list.py
      
      11.5 kB
    - one_r.py
      
      2.5 kB
    - rule_list.py
      
      255 Bytes
  - rule_set
    - __init__.py
      
      95 Bytes
    - boosted_rules.py
      
      6.7 kB
    - brs.py
      
      21.4 kB
    - fplasso.py
      
      2.3 kB
    - fpskope.py
      
      2.7 kB
    - rule_fit.py
      
      13.3 kB
    - rule_set.py
      
      1.3 kB
    - skope_rules.py
      
      20.7 kB
    - slipper.py
      
      490 Bytes
    - slipper_util.py
      
      8.8 kB
  - tree
    - __init__.py
      
      70 Bytes
    - c45_tree
      - __init__.py
        
        0 Bytes
      - c45_tree.py
        
        16.4 kB
      - c45_utils.py
        
        4.4 kB
    - cart_ccp.py
      
      8.9 kB
    - cart_wrapper.py
      
      4.5 kB
    - figs.py
      
      14.3 kB
    - gosdt
      - __init__.py
        
        0 Bytes
      - pygosdt.py
        
        11.0 kB
      - pygosdt_helper.py
        
        17.2 kB
      - pygosdt_shrinkage.py
        
        6.9 kB
    - hierarchical_shrinkage.py
      
      12.7 kB
    - iterative_random_forest
      - __init__.py
        
        109 Bytes
      - iterative_random_forest.py
        
        856 Bytes
  - util
    - __init__.py
      
      72 Bytes
    - checks.py
      
      2.2 kB
    - convert.py
      
      5.0 kB
    - data_util.py
      
      6.1 kB
    - distillation.py
      
      1.8 kB
    - explain_errors.py
      
      2.0 kB
    - extract.py
      
      6.4 kB
    - metrics.py
      
      2.1 kB
    - neural_nets.py
      
      6.6 kB
    - prune.py
      
      3.8 kB
    - rule.py
      
      3.1 kB
    - score.py
      
      5.7 kB
    - transforms.py
      
      2.2 kB
    - tree.py
      
      1.4 kB
- license.md
  
  1.1 kB
- notebooks
  - autogluon_imodels_example.ipynb
    
    62.8 kB
  - error_detection_demo.ipynb
    
    104.6 kB
  - imodels_demo.ipynb
    
    40.0 kB
  - posthoc_analysis.ipynb
    
    998.4 kB
  - uncertainty_analysis.ipynb
    
    33.7 kB
- readme.md
  
  25.1 kB
- setup.py
  
  1.7 kB
- tests
  - __init__.py
    
    0 Bytes
  - brl_test.py
    
    2.8 kB
  - brs_test.py
    
    1.8 kB
  - classification_binary_inputs_test.py
    
    2.4 kB
  - classification_continuous_inputs_test.py
    
    2.7 kB
  - discretizer_test.py
    
    5.8 kB
  - estimator_checks_test.py
    
    838 Bytes
  - figs_test.py
    
    2.4 kB
  - get_data_test.py
    
    294 Bytes
  - grl_test.py
    
    716 Bytes
  - regression_test.py
    
    1.5 kB
  - rulefit_test.py
    
    1.9 kB
  - shrinkage_test.py
    
    3.3 kB
  - skope_rules_test.py
    
    6.3 kB
  - test_data
    - diabetes.arff
      
      37.4 kB
    - tictactoe_X.txt
      
      51.8 kB
    - tictactoe_Y.txt
      
      1.9 kB
  - util_test.py
    
    1.6 kB

csinva/imodels-v1.2.5.zip