gama:基于遗传编程的自动化机器学习工具
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2021-05-09
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gama:基于遗传编程的自动化机器学习工具 （180个子文件） 
openml_d_23380.arff 271KB breast_cancer_train.arff 95KB breast_cancer_missing_train.arff 94KB boston.arff 42KB breast_cancer_test.arff 36KB breast_cancer_missing_test.arff 36KB wine_train.arff 13KB wine_test.arff 7KB paper.bib 3KB .coveragerc 169B openml_d_23380.csv 397KB GAMA_20_2_1.csv 50KB openml_d_23380_500.csv 36KB openml_d_23380_500_semi.csv 36KB openml_d_23380_500_no_header.csv 35KB openml_d_23380_no_header.csv 1KB .flake8 115B
viz.gif 351KB .gitattributes 20B .gitignore 160B contributing.inc 6KB configuration.inc 3KB utilities.inc 693B genetic_programming.inc 504B post_processing.inc 302B metrics.inc 273B search_methods.inc 267B gama.inc 141B mypy.ini 615B paper.json 771B LICENSE 11KB memory.log 86KB memory.log 82KB memory.log 75KB evaluations.log 31KB evaluations.log 28KB evaluations.log 22KB gama.log 2KB gama.log 1KB gama.log 1KB paper.md 4KB README.md 4KB code_of_conduct.md 3KB README.md 1KB readme.md 140B readme.md 66B
paper.pdf 119KB
binary_results_stripplot.png 283KB multiclass_results_stripplot.png 208KB benchmark.png 198KB DashboardRunning.png 141KB logo.png 96KB fitnessgraph.png 72KB DashboardHome.png 46KB analysis_load.png 37KB analysis_empty.png 27KB mail.png 622B gama.py 27KB ensemble.py 20KB async_evaluator.py 14KB homepage.py 12KB plotting.py 12KB evaluation_library.py 10KB test_ea_mutation.py 10KB analysispage.py 8KB runningpage.py 8KB asha.py 8KB test_gamaclassifier.py 7KB scikitlearn.py 7KB data_loading.py 7KB test_evaluation_library.py 7KB individual.py 6KB conf.py 6KB mutation.py 6KB parser.py 6KB test_data_loading.py 6KB nsga2.py 6KB crossover.py 5KB async_ea.py 5KB cli.py 5KB GamaReport.py 5KB GamaClassifier.py 5KB testconfiguration.py 5KB primitive_node.py 5KB classification.py 5KB regression.py 4KB timekeeper.py 4KB base_search.py 4KB app.py 4KB test_data_formatting.py 4KB data_formatting.py 4KB cli_window.py 4KB base_post_processing.py 3KB paretofront.py 3KB test_ea_crossover.py 3KB operator_set.py 3KB preprocessing.py 3KB evaluation_logger.py 3KB conftest.py 3KB test_ea_metrics.py 3KB共 180 条
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