causallib:用于模块化因果推断分析和模型评估的Python软件包 （145个子文件） 
make.bat 764B x.csv 681KB NHEFS.csv 356KB zymu_10.csv 345KB zymu_5.csv 341KB zymu_7.csv 339KB zymu_6.csv 336KB zymu_3.csv 335KB zymu_4.csv 334KB zymu_9.csv 333KB zymu_1.csv 332KB zymu_8.csv 328KB zymu_2.csv 326KB NHEFS_codebook.csv 4KB .gitignore 3KB Bank-Marketing.ipynb 1.23MB standardization.ipynb 812KB ipw.ipynb 547KB MANAGE agricultural data.ipynb 399KB lalonde.ipynb 341KB doubly_robust.ipynb 302KB causal_inference_vs_descriptive_statistics.ipynb 182KB hemm_demo.ipynb 112KB nhefs.ipynb 64KB Dehejia_Wahba_replication.ipynb 58KB causal_simulator.ipynb 16KB LICENSE 12KB LICENSE 11KB LICENSE 11KB Makefile 638B README.md 6KB README.md 5KB README.md 3KB README.md 2KB README.md 2KB README.md 2KB README.md 1KB README.md 1KB README.md 1KB README.md 816B CausalSimulator3.py 99KB test_causal_simulator3.py 33KB plots.py 31KB evaluator.py 29KB weight_evaluator.py 29KB test_doublyrobust.py 17KB hemm.py 17KB doubly_robust.py 17KB standardization.py 15KB adversarial_balancing.py 15KB test_standardization.py 13KB outcome_evaluator.py 13KB ipw.py 12KB base_estimator.py 11KB hemm_api.py 10KB transformers.py 9KB stat_utils.py 9KB filters.py 8KB base_weight.py 7KB test_ipw.py 7KB gen_synthetic_data.py 7KB test_adversarial_balancing.py 7KB conf.py 6KB data_loader.py 6KB classifier_selection.py 5KB test_transformers.py 5KB hemm_metrics.py 4KB general_tools.py 4KB load_ihdp_data.py 4KB test_datasets.py 4KB marginal_outcome.py 4KB test_hemm.py 4KB hemm_utilities.py 3KB setup.py 3KB hemm_outcome_models.py 2KB test_utils.py 2KB test_base_weight.py 2KB test_marginal_outcome.py 1KB __init__.py 237B __init__.py 153B __init__.py 115B __init__.py 56B __init__.py 49B __init__.py 22B __init__.py 0B __init__.py 0B __init__.py 0B __init__.py 0B __init__.py 0B __init__.py 0B __init__.py 0B index.rst 691B causallib.tests.rst 530B causallib.contrib.hemm.rst 498B causallib.estimation.rst 438B causallib.contrib.adversarial_balancing.rst 409B causallib.rst 398B causallib.evaluation.rst 363B causallib.preprocessing.rst 297B causallib.contrib.rst 281B共 145 条
- 1
- 2
资源评论
