LudwigMetrics
Intro
- Metrics are all numeric values measured by Sokrates.
- You can use these metrics to define goals and controls.
Metrics
| Metric | Value |
|---|---|
| TOTAL_NUMBER_OF_FILES | 179 |
| NUMBER_OF_FILES_MAIN | 103 |
| LINES_OF_CODE_MAIN | 23,704 |
| NUMBER_OF_FILES_MAIN_EXT_PY | 103 |
| LINES_OF_CODE_MAIN_EXT_PY | 23,704 |
| NUMBER_OF_FILES_TEST | 40 |
| LINES_OF_CODE_TEST | 5,648 |
| NUMBER_OF_FILES_TEST_EXT_PY | 40 |
| LINES_OF_CODE_TEST_EXT_PY | 5,648 |
| TEST_VS_MAIN_LINES_OF_CODE_PERCENTAGE | 23.82 |
| NUMBER_OF_FILES_GENERATED | 0 |
| LINES_OF_CODE_GENERATED | 0 |
| NUMBER_OF_FILES_BUILD_AND_DEPLOYMENT | 0 |
| LINES_OF_CODE_BUILD_AND_DEPLOYMENT | 0 |
| NUMBER_OF_FILES_OTHER | 0 |
| LINES_OF_CODE_OTHER | 0 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LUDWIG | 13 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_LUDWIG | 5,428 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LUDWIG_EXT_PY | 13 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_LUDWIG_EXT_PY | 5,428 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LUDWIG_FEATURES | 17 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_LUDWIG_FEATURES | 3,866 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LUDWIG_FEATURES_EXT_PY | 17 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_LUDWIG_FEATURES_EXT_PY | 3,866 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LUDWIG_CONTRIBS | 3 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_LUDWIG_CONTRIBS | 210 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LUDWIG_CONTRIBS_EXT_PY | 3 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_LUDWIG_CONTRIBS_EXT_PY | 210 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LUDWIG_COMBINERS | 2 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_LUDWIG_COMBINERS | 243 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LUDWIG_COMBINERS_EXT_PY | 2 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_LUDWIG_COMBINERS_EXT_PY | 243 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LUDWIG_UTILS | 20 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_LUDWIG_UTILS | 4,189 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LUDWIG_UTILS_EXT_PY | 20 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_LUDWIG_UTILS_EXT_PY | 4,189 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LUDWIG_MODELS | 3 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_LUDWIG_MODELS | 1,502 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LUDWIG_MODELS_EXT_PY | 3 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_LUDWIG_MODELS_EXT_PY | 1,502 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LUDWIG_ENCODERS | 11 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_LUDWIG_ENCODERS | 2,735 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LUDWIG_ENCODERS_EXT_PY | 11 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_LUDWIG_ENCODERS_EXT_PY | 2,735 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LUDWIG_DECODERS | 3 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_LUDWIG_DECODERS | 689 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LUDWIG_DECODERS_EXT_PY | 3 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_LUDWIG_DECODERS_EXT_PY | 689 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LUDWIG_MODULES | 11 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_LUDWIG_MODULES | 2,210 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LUDWIG_MODULES_EXT_PY | 11 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_LUDWIG_MODULES_EXT_PY | 2,210 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LUDWIG_DATA | 7 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_LUDWIG_DATA | 1,433 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LUDWIG_DATA_EXT_PY | 7 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_LUDWIG_DATA_EXT_PY | 1,433 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LUDWIG_HYPEROPT | 4 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_LUDWIG_HYPEROPT | 919 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LUDWIG_HYPEROPT_EXT_PY | 4 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_LUDWIG_HYPEROPT_EXT_PY | 919 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_ROOT | 1 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_ROOT | 55 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_ROOT_EXT_PY | 1 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_ROOT_EXT_PY | 55 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_EXAMPLES_MNIST | 4 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_EXAMPLES_MNIST | 99 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_EXAMPLES_MNIST_EXT_PY | 4 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_EXAMPLES_MNIST_EXT_PY | 99 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_EXAMPLES_KFOLD_CV | 2 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_EXAMPLES_KFOLD_CV | 85 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_EXAMPLES_KFOLD_CV_EXT_PY | 2 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_EXAMPLES_KFOLD_CV_EXT_PY | 85 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_EXAMPLES_TITANIC | 2 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_EXAMPLES_TITANIC | 41 |
| NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_EXAMPLES_TITANIC_EXT_PY | 2 |
| LINES_OF_CODE_DECOMPOSITION_PRIMARY_EXAMPLES_TITANIC_EXT_PY | 41 |
| NUMBER_OF_DEPENDENCY_LINKS_DECOMPOSITION_PRIMARY | 0 |
| NUMBER_OF_DEPENDENCIES_DECOMPOSITION_PRIMARY | 0 |
| NUMBER_OF_PLACES_WITH_CYCLIC_DEPENDENCIES_DECOMPOSITION_PRIMARY | 0 |
| NUMBER_OF_FILES_FILE_SIZE_0_200 | 13 |
| NUMBER_OF_FILES_FILE_SIZE_201_500 | 24 |
| NUMBER_OF_FILES_FILE_SIZE_501_1000 | 10 |
| NUMBER_OF_FILES_FILE_SIZE_1001_PLUS | 3 |
| LINES_OF_CODE_FILE_SIZE_FILES_0_200 | 13 |
| LINES_OF_CODE_FILE_SIZE_201_500 | 24 |
| LINES_OF_CODE_FILE_SIZE_501_1000 | 10 |
| LINES_OF_CODE_FILE_SIZE_1001_PLUS | 3 |
| FILE_CHANGE_HISTORY_TOTAL_AGE_DAYS | 612 |
| FILE_CHANGE_HISTORY_ACTIVE_DAYS | 347 |
| FILE_CHANGE_HISTORY_WEEKS | 87 |
| FILE_CHANGE_HISTORY_ESTIMATED_WORKING_DAYS | 435 |
| AGE_OF_FILES_IN_DAYS_0_30 | 25 |
| AGE_OF_FILES_IN_DAYS_31_90 | 1 |
| AGE_OF_FILES_IN_DAYS_91_180 | 9 |
| AGE_OF_FILES_IN_DAYS_181_PLUS | 15 |
| LINES_OF_CODE_IN_FILES_AGE_0_30 | 25 |
| LINES_OF_CODE_AGE_31_90 | 1 |
| LINES_OF_CODE_AGE_91_180 | 9 |
| LINES_OF_CODE_AGE_181_PLUS | 15 |
| NUMBER_OF_CONTRIBUTORS | 58 |
| NUMBER_OF_UNITS | 1,089 |
| LINES_OF_CODE_IN_UNITS | 10,573 |
| LINES_OF_CODE_OUTSIDE_UNITS | 13,131 |
| UNIT_SIZE_DISTRIBUTION_1_20_LOC | 2,276 |
| UNIT_SIZE_DISTRIBUTION_1_20_PERCENTAGE | 21.53 |
| UNIT_SIZE_DISTRIBUTION_1_20_COUNT | 157 |
| UNIT_SIZE_DISTRIBUTION_21_50_LOC | 2,520 |
| UNIT_SIZE_DISTRIBUTION_21_50_PERCENTAGE | 23.83 |
| UNIT_SIZE_DISTRIBUTION_21_50_COUNT | 80 |
| UNIT_SIZE_DISTRIBUTION_51_100_LOC | 452 |
| UNIT_SIZE_DISTRIBUTION_51_100_PERCENTAGE | 4.28 |
| UNIT_SIZE_DISTRIBUTION_51_100_COUNT | 7 |
| UNIT_SIZE_DISTRIBUTION_101_PLUS_LOC | 1,058 |
| UNIT_SIZE_DISTRIBUTION_101_PLUS_PERCENTAGE | 10.01 |
| UNIT_SIZE_DISTRIBUTION_101_PLUS_COUNT | 6 |
| UNIT_SIZE_COMPONENT_LUDWIG_1_20_LOC | 153 |
| UNIT_SIZE_COMPONENT_LUDWIG_1_20_PERCENTAGE | 6.85 |
| UNIT_SIZE_COMPONENT_LUDWIG_1_20_COUNT | 10 |
| UNIT_SIZE_COMPONENT_LUDWIG_21_50_LOC | 377 |
| UNIT_SIZE_COMPONENT_LUDWIG_21_50_PERCENTAGE | 16.88 |
| UNIT_SIZE_COMPONENT_LUDWIG_21_50_COUNT | 11 |
| UNIT_SIZE_COMPONENT_LUDWIG_51_100_LOC | 161 |
| UNIT_SIZE_COMPONENT_LUDWIG_51_100_PERCENTAGE | 7.21 |
| UNIT_SIZE_COMPONENT_LUDWIG_51_100_COUNT | 2 |
| UNIT_SIZE_COMPONENT_LUDWIG_101_PLUS_LOC | 943 |
| UNIT_SIZE_COMPONENT_LUDWIG_101_PLUS_PERCENTAGE | 42.21 |
| UNIT_SIZE_COMPONENT_LUDWIG_101_PLUS_COUNT | 5 |
| UNIT_SIZE_COMPONENT_LUDWIG_FEATURES_1_20_LOC | 302 |
| UNIT_SIZE_COMPONENT_LUDWIG_FEATURES_1_20_PERCENTAGE | 17.07 |
| UNIT_SIZE_COMPONENT_LUDWIG_FEATURES_1_20_COUNT | 21 |
| UNIT_SIZE_COMPONENT_LUDWIG_FEATURES_21_50_LOC | 435 |
| UNIT_SIZE_COMPONENT_LUDWIG_FEATURES_21_50_PERCENTAGE | 24.59 |
| UNIT_SIZE_COMPONENT_LUDWIG_FEATURES_21_50_COUNT | 13 |
| UNIT_SIZE_COMPONENT_LUDWIG_FEATURES_51_100_LOC | 114 |
| UNIT_SIZE_COMPONENT_LUDWIG_FEATURES_51_100_PERCENTAGE | 6.44 |
| UNIT_SIZE_COMPONENT_LUDWIG_FEATURES_51_100_COUNT | 2 |
| UNIT_SIZE_COMPONENT_LUDWIG_FEATURES_101_PLUS_LOC | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_FEATURES_101_PLUS_PERCENTAGE | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_FEATURES_101_PLUS_COUNT | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_CONTRIBS_1_20_LOC | 113 |
| UNIT_SIZE_COMPONENT_LUDWIG_CONTRIBS_1_20_PERCENTAGE | 59.47 |
| UNIT_SIZE_COMPONENT_LUDWIG_CONTRIBS_1_20_COUNT | 8 |
| UNIT_SIZE_COMPONENT_LUDWIG_CONTRIBS_21_50_LOC | 25 |
| UNIT_SIZE_COMPONENT_LUDWIG_CONTRIBS_21_50_PERCENTAGE | 13.16 |
| UNIT_SIZE_COMPONENT_LUDWIG_CONTRIBS_21_50_COUNT | 1 |
| UNIT_SIZE_COMPONENT_LUDWIG_CONTRIBS_51_100_LOC | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_CONTRIBS_51_100_PERCENTAGE | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_CONTRIBS_51_100_COUNT | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_CONTRIBS_101_PLUS_LOC | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_CONTRIBS_101_PLUS_PERCENTAGE | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_CONTRIBS_101_PLUS_COUNT | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_COMBINERS_1_20_LOC | 17 |
| UNIT_SIZE_COMPONENT_LUDWIG_COMBINERS_1_20_PERCENTAGE | 33.33 |
| UNIT_SIZE_COMPONENT_LUDWIG_COMBINERS_1_20_COUNT | 1 |
| UNIT_SIZE_COMPONENT_LUDWIG_COMBINERS_21_50_LOC | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_COMBINERS_21_50_PERCENTAGE | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_COMBINERS_21_50_COUNT | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_COMBINERS_51_100_LOC | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_COMBINERS_51_100_PERCENTAGE | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_COMBINERS_51_100_COUNT | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_COMBINERS_101_PLUS_LOC | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_COMBINERS_101_PLUS_PERCENTAGE | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_COMBINERS_101_PLUS_COUNT | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_UTILS_1_20_LOC | 467 |
| UNIT_SIZE_COMPONENT_LUDWIG_UTILS_1_20_PERCENTAGE | 19 |
| UNIT_SIZE_COMPONENT_LUDWIG_UTILS_1_20_COUNT | 32 |
| UNIT_SIZE_COMPONENT_LUDWIG_UTILS_21_50_LOC | 469 |
| UNIT_SIZE_COMPONENT_LUDWIG_UTILS_21_50_PERCENTAGE | 19.08 |
| UNIT_SIZE_COMPONENT_LUDWIG_UTILS_21_50_COUNT | 14 |
| UNIT_SIZE_COMPONENT_LUDWIG_UTILS_51_100_LOC | 69 |
| UNIT_SIZE_COMPONENT_LUDWIG_UTILS_51_100_PERCENTAGE | 2.81 |
| UNIT_SIZE_COMPONENT_LUDWIG_UTILS_51_100_COUNT | 1 |
| UNIT_SIZE_COMPONENT_LUDWIG_UTILS_101_PLUS_LOC | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_UTILS_101_PLUS_PERCENTAGE | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_UTILS_101_PLUS_COUNT | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODELS_1_20_LOC | 173 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODELS_1_20_PERCENTAGE | 35.97 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODELS_1_20_COUNT | 12 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODELS_21_50_LOC | 121 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODELS_21_50_PERCENTAGE | 25.16 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODELS_21_50_COUNT | 4 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODELS_51_100_LOC | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODELS_51_100_PERCENTAGE | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODELS_51_100_COUNT | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODELS_101_PLUS_LOC | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODELS_101_PLUS_PERCENTAGE | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODELS_101_PLUS_COUNT | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_ENCODERS_1_20_LOC | 270 |
| UNIT_SIZE_COMPONENT_LUDWIG_ENCODERS_1_20_PERCENTAGE | 25.16 |
| UNIT_SIZE_COMPONENT_LUDWIG_ENCODERS_1_20_COUNT | 19 |
| UNIT_SIZE_COMPONENT_LUDWIG_ENCODERS_21_50_LOC | 403 |
| UNIT_SIZE_COMPONENT_LUDWIG_ENCODERS_21_50_PERCENTAGE | 37.56 |
| UNIT_SIZE_COMPONENT_LUDWIG_ENCODERS_21_50_COUNT | 14 |
| UNIT_SIZE_COMPONENT_LUDWIG_ENCODERS_51_100_LOC | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_ENCODERS_51_100_PERCENTAGE | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_ENCODERS_51_100_COUNT | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_ENCODERS_101_PLUS_LOC | 115 |
| UNIT_SIZE_COMPONENT_LUDWIG_ENCODERS_101_PLUS_PERCENTAGE | 10.72 |
| UNIT_SIZE_COMPONENT_LUDWIG_ENCODERS_101_PLUS_COUNT | 1 |
| UNIT_SIZE_COMPONENT_LUDWIG_DECODERS_1_20_LOC | 78 |
| UNIT_SIZE_COMPONENT_LUDWIG_DECODERS_1_20_PERCENTAGE | 30.12 |
| UNIT_SIZE_COMPONENT_LUDWIG_DECODERS_1_20_COUNT | 5 |
| UNIT_SIZE_COMPONENT_LUDWIG_DECODERS_21_50_LOC | 49 |
| UNIT_SIZE_COMPONENT_LUDWIG_DECODERS_21_50_PERCENTAGE | 18.92 |
| UNIT_SIZE_COMPONENT_LUDWIG_DECODERS_21_50_COUNT | 1 |
| UNIT_SIZE_COMPONENT_LUDWIG_DECODERS_51_100_LOC | 56 |
| UNIT_SIZE_COMPONENT_LUDWIG_DECODERS_51_100_PERCENTAGE | 21.62 |
| UNIT_SIZE_COMPONENT_LUDWIG_DECODERS_51_100_COUNT | 1 |
| UNIT_SIZE_COMPONENT_LUDWIG_DECODERS_101_PLUS_LOC | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_DECODERS_101_PLUS_PERCENTAGE | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_DECODERS_101_PLUS_COUNT | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODULES_1_20_LOC | 428 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODULES_1_20_PERCENTAGE | 38.49 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODULES_1_20_COUNT | 31 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODULES_21_50_LOC | 293 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODULES_21_50_PERCENTAGE | 26.35 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODULES_21_50_COUNT | 11 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODULES_51_100_LOC | 52 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODULES_51_100_PERCENTAGE | 4.68 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODULES_51_100_COUNT | 1 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODULES_101_PLUS_LOC | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODULES_101_PLUS_PERCENTAGE | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_MODULES_101_PLUS_COUNT | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_DATA_1_20_LOC | 168 |
| UNIT_SIZE_COMPONENT_LUDWIG_DATA_1_20_PERCENTAGE | 33.87 |
| UNIT_SIZE_COMPONENT_LUDWIG_DATA_1_20_COUNT | 11 |
| UNIT_SIZE_COMPONENT_LUDWIG_DATA_21_50_LOC | 148 |
| UNIT_SIZE_COMPONENT_LUDWIG_DATA_21_50_PERCENTAGE | 29.84 |
| UNIT_SIZE_COMPONENT_LUDWIG_DATA_21_50_COUNT | 5 |
| UNIT_SIZE_COMPONENT_LUDWIG_DATA_51_100_LOC | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_DATA_51_100_PERCENTAGE | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_DATA_51_100_COUNT | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_DATA_101_PLUS_LOC | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_DATA_101_PLUS_PERCENTAGE | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_DATA_101_PLUS_COUNT | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_HYPEROPT_1_20_LOC | 107 |
| UNIT_SIZE_COMPONENT_LUDWIG_HYPEROPT_1_20_PERCENTAGE | 23.78 |
| UNIT_SIZE_COMPONENT_LUDWIG_HYPEROPT_1_20_COUNT | 7 |
| UNIT_SIZE_COMPONENT_LUDWIG_HYPEROPT_21_50_LOC | 200 |
| UNIT_SIZE_COMPONENT_LUDWIG_HYPEROPT_21_50_PERCENTAGE | 44.44 |
| UNIT_SIZE_COMPONENT_LUDWIG_HYPEROPT_21_50_COUNT | 6 |
| UNIT_SIZE_COMPONENT_LUDWIG_HYPEROPT_51_100_LOC | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_HYPEROPT_51_100_PERCENTAGE | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_HYPEROPT_51_100_COUNT | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_HYPEROPT_101_PLUS_LOC | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_HYPEROPT_101_PLUS_PERCENTAGE | 0 |
| UNIT_SIZE_COMPONENT_LUDWIG_HYPEROPT_101_PLUS_COUNT | 0 |
| UNIT_SIZE_EXTENSION_PY_1_20_LOC | 2,276 |
| UNIT_SIZE_EXTENSION_PY_1_20_PERCENTAGE | 21.53 |
| UNIT_SIZE_EXTENSION_PY_1_20_COUNT | 157 |
| UNIT_SIZE_EXTENSION_PY_21_50_LOC | 2,520 |
| UNIT_SIZE_EXTENSION_PY_21_50_PERCENTAGE | 23.83 |
| UNIT_SIZE_EXTENSION_PY_21_50_COUNT | 80 |
| UNIT_SIZE_EXTENSION_PY_51_100_LOC | 452 |
| UNIT_SIZE_EXTENSION_PY_51_100_PERCENTAGE | 4.28 |
| UNIT_SIZE_EXTENSION_PY_51_100_COUNT | 7 |
| UNIT_SIZE_EXTENSION_PY_101_PLUS_LOC | 1,058 |
| UNIT_SIZE_EXTENSION_PY_101_PLUS_PERCENTAGE | 10.01 |
| UNIT_SIZE_EXTENSION_PY_101_PLUS_COUNT | 6 |
| CONDITIONAL_COMPLEXITY_DISTRIBUTION_1_5_LOC | 758 |
| CONDITIONAL_COMPLEXITY_DISTRIBUTION_1_5_PERCENTAGE | 7.17 |
| CONDITIONAL_COMPLEXITY_DISTRIBUTION_1_5_COUNT | 30 |
| CONDITIONAL_COMPLEXITY_DISTRIBUTION_6_10_LOC | 324 |
| CONDITIONAL_COMPLEXITY_DISTRIBUTION_6_10_PERCENTAGE | 3.06 |
| CONDITIONAL_COMPLEXITY_DISTRIBUTION_6_10_COUNT | 7 |
| CONDITIONAL_COMPLEXITY_DISTRIBUTION_10_25_LOC | 56 |
| CONDITIONAL_COMPLEXITY_DISTRIBUTION_10_25_PERCENTAGE | 0.53 |
| CONDITIONAL_COMPLEXITY_DISTRIBUTION_10_25_COUNT | 1 |
| CONDITIONAL_COMPLEXITY_DISTRIBUTION_26_PLUS_LOC | 0 |
| CONDITIONAL_COMPLEXITY_DISTRIBUTION_26_PLUS_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_DISTRIBUTION_26_PLUS_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_1_5_LOC | 28 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_1_5_PERCENTAGE | 1.25 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_1_5_COUNT | 2 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_6_10_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_6_10_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_6_10_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_10_25_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_10_25_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_10_25_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_26_PLUS_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_26_PLUS_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_26_PLUS_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_FEATURES_1_5_LOC | 213 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_FEATURES_1_5_PERCENTAGE | 12.04 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_FEATURES_1_5_COUNT | 7 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_FEATURES_6_10_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_FEATURES_6_10_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_FEATURES_6_10_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_FEATURES_10_25_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_FEATURES_10_25_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_FEATURES_10_25_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_FEATURES_26_PLUS_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_FEATURES_26_PLUS_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_FEATURES_26_PLUS_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_CONTRIBS_1_5_LOC | 55 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_CONTRIBS_1_5_PERCENTAGE | 28.95 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_CONTRIBS_1_5_COUNT | 3 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_CONTRIBS_6_10_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_CONTRIBS_6_10_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_CONTRIBS_6_10_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_CONTRIBS_10_25_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_CONTRIBS_10_25_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_CONTRIBS_10_25_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_CONTRIBS_26_PLUS_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_CONTRIBS_26_PLUS_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_CONTRIBS_26_PLUS_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_COMBINERS_1_5_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_COMBINERS_1_5_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_COMBINERS_1_5_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_COMBINERS_6_10_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_COMBINERS_6_10_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_COMBINERS_6_10_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_COMBINERS_10_25_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_COMBINERS_10_25_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_COMBINERS_10_25_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_COMBINERS_26_PLUS_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_COMBINERS_26_PLUS_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_COMBINERS_26_PLUS_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_UTILS_1_5_LOC | 243 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_UTILS_1_5_PERCENTAGE | 9.89 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_UTILS_1_5_COUNT | 10 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_UTILS_6_10_LOC | 164 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_UTILS_6_10_PERCENTAGE | 6.67 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_UTILS_6_10_COUNT | 4 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_UTILS_10_25_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_UTILS_10_25_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_UTILS_10_25_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_UTILS_26_PLUS_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_UTILS_26_PLUS_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_UTILS_26_PLUS_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODELS_1_5_LOC | 38 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODELS_1_5_PERCENTAGE | 7.9 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODELS_1_5_COUNT | 1 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODELS_6_10_LOC | 28 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODELS_6_10_PERCENTAGE | 5.82 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODELS_6_10_COUNT | 1 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODELS_10_25_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODELS_10_25_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODELS_10_25_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODELS_26_PLUS_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODELS_26_PLUS_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODELS_26_PLUS_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_ENCODERS_1_5_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_ENCODERS_1_5_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_ENCODERS_1_5_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_ENCODERS_6_10_LOC | 115 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_ENCODERS_6_10_PERCENTAGE | 10.72 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_ENCODERS_6_10_COUNT | 1 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_ENCODERS_10_25_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_ENCODERS_10_25_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_ENCODERS_10_25_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_ENCODERS_26_PLUS_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_ENCODERS_26_PLUS_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_ENCODERS_26_PLUS_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DECODERS_1_5_LOC | 49 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DECODERS_1_5_PERCENTAGE | 18.92 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DECODERS_1_5_COUNT | 1 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DECODERS_6_10_LOC | 17 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DECODERS_6_10_PERCENTAGE | 6.56 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DECODERS_6_10_COUNT | 1 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DECODERS_10_25_LOC | 56 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DECODERS_10_25_PERCENTAGE | 21.62 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DECODERS_10_25_COUNT | 1 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DECODERS_26_PLUS_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DECODERS_26_PLUS_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DECODERS_26_PLUS_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODULES_1_5_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODULES_1_5_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODULES_1_5_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODULES_6_10_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODULES_6_10_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODULES_6_10_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODULES_10_25_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODULES_10_25_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODULES_10_25_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODULES_26_PLUS_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODULES_26_PLUS_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_MODULES_26_PLUS_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DATA_1_5_LOC | 93 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DATA_1_5_PERCENTAGE | 18.75 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DATA_1_5_COUNT | 4 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DATA_6_10_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DATA_6_10_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DATA_6_10_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DATA_10_25_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DATA_10_25_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DATA_10_25_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DATA_26_PLUS_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DATA_26_PLUS_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_DATA_26_PLUS_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_HYPEROPT_1_5_LOC | 39 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_HYPEROPT_1_5_PERCENTAGE | 8.67 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_HYPEROPT_1_5_COUNT | 2 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_HYPEROPT_6_10_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_HYPEROPT_6_10_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_HYPEROPT_6_10_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_HYPEROPT_10_25_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_HYPEROPT_10_25_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_HYPEROPT_10_25_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_HYPEROPT_26_PLUS_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_HYPEROPT_26_PLUS_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_LUDWIG_HYPEROPT_26_PLUS_COUNT | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_PY_1_5_LOC | 758 |
| CONDITIONAL_COMPLEXITY_COMPONENT_PY_1_5_PERCENTAGE | 7.17 |
| CONDITIONAL_COMPLEXITY_COMPONENT_PY_1_5_COUNT | 30 |
| CONDITIONAL_COMPLEXITY_COMPONENT_PY_6_10_LOC | 324 |
| CONDITIONAL_COMPLEXITY_COMPONENT_PY_6_10_PERCENTAGE | 3.06 |
| CONDITIONAL_COMPLEXITY_COMPONENT_PY_6_10_COUNT | 7 |
| CONDITIONAL_COMPLEXITY_COMPONENT_PY_10_25_LOC | 56 |
| CONDITIONAL_COMPLEXITY_COMPONENT_PY_10_25_PERCENTAGE | 0.53 |
| CONDITIONAL_COMPLEXITY_COMPONENT_PY_10_25_COUNT | 1 |
| CONDITIONAL_COMPLEXITY_COMPONENT_PY_26_PLUS_LOC | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_PY_26_PLUS_PERCENTAGE | 0 |
| CONDITIONAL_COMPLEXITY_COMPONENT_PY_26_PLUS_COUNT | 0 |
| DUPLICATION_NUMBER_OF_DUPLICATES | 369 |
| DUPLICATION_NUMBER_OF_FILES_WITH_DUPLICATES | 52 |
| DUPLICATION_NUMBER_OF_DUPLICATED_LINES | 7,238 |
| DUPLICATION_NUMBER_OF_CLEANED_LINES | 22,765 |
| DUPLICATION_PERCENTAGE | 31.79 |
| DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_LUDWIG_UTILS | 403 |
| DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_LUDWIG_UTILS | 403 |
| DUPLICATION_PERCENTAGE_PRIMARY_LUDWIG_UTILS | 100 |
| DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_LUDWIG_ENCODERS | 1,553 |
| DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_LUDWIG_ENCODERS | 1,553 |
| DUPLICATION_PERCENTAGE_PRIMARY_LUDWIG_ENCODERS | 100 |
| DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_LUDWIG_MODULES | 794 |
| DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_LUDWIG_MODULES | 794 |
| DUPLICATION_PERCENTAGE_PRIMARY_LUDWIG_MODULES | 100 |
| DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_LUDWIG | 1,912 |
| DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_LUDWIG | 1,912 |
| DUPLICATION_PERCENTAGE_PRIMARY_LUDWIG | 100 |
| DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_LUDWIG_FEATURES | 1,614 |
| DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_LUDWIG_FEATURES | 1,614 |
| DUPLICATION_PERCENTAGE_PRIMARY_LUDWIG_FEATURES | 100 |
| DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_LUDWIG_HYPEROPT | 346 |
| DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_LUDWIG_HYPEROPT | 346 |
| DUPLICATION_PERCENTAGE_PRIMARY_LUDWIG_HYPEROPT | 100 |
| DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_LUDWIG_MODELS | 109 |
| DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_LUDWIG_MODELS | 109 |
| DUPLICATION_PERCENTAGE_PRIMARY_LUDWIG_MODELS | 100 |
| DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_LUDWIG_DATA | 207 |
| DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_LUDWIG_DATA | 207 |
| DUPLICATION_PERCENTAGE_PRIMARY_LUDWIG_DATA | 100 |
| DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_LUDWIG_DECODERS | 183 |
| DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_LUDWIG_DECODERS | 183 |
| DUPLICATION_PERCENTAGE_PRIMARY_LUDWIG_DECODERS | 100 |
| DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_LUDWIG_COMBINERS | 57 |
| DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_LUDWIG_COMBINERS | 57 |
| DUPLICATION_PERCENTAGE_PRIMARY_LUDWIG_COMBINERS | 100 |
| DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_LUDWIG_CONTRIBS | 44 |
| DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_LUDWIG_CONTRIBS | 44 |
| DUPLICATION_PERCENTAGE_PRIMARY_LUDWIG_CONTRIBS | 100 |
| DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_EXAMPLES_MNIST | 8 |
| DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_EXAMPLES_MNIST | 8 |
| DUPLICATION_PERCENTAGE_PRIMARY_EXAMPLES_MNIST | 100 |
| DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_EXAMPLES_TITANIC | 8 |
| DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_EXAMPLES_TITANIC | 8 |
| DUPLICATION_PERCENTAGE_PRIMARY_EXAMPLES_TITANIC | 100 |
| DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_ROOT | 0 |
| DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_ROOT | 0 |
| DUPLICATION_PERCENTAGE_PRIMARY_ROOT | - |
| DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_EXAMPLES_KFOLD_CV | 0 |
| DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_EXAMPLES_KFOLD_CV | 0 |
| DUPLICATION_PERCENTAGE_PRIMARY_EXAMPLES_KFOLD_CV | - |
| DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PY | 7,238 |
| DUPLICATION_NUMBER_OF_CLEANED_LINES_PY | 22,765 |
| DUPLICATION_PERCENTAGE_PY | 31.79 |
| TOTAL_ANALYSIS_TIME_IN_MILLIS | 4,563 |