H1B_LCA_outcome_prediction：预测是否批准或拒绝H1B申请人的劳动条件申请
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2021-02-10
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H1B_LCA_outcome_prediction-main.zip （81个子文件） 
H1B_LCA_outcome_prediction-main 
setup.py 1B .gitignore 2KB reports 
preprocessing_steps_observations.html 25KB final_observations.csv 11KB notes LSTM.html 18KB MLOps.md 98B model_train_val.md 336B test_cases.md 5KB journal.md 14KB EDA_viz.md 1KB LSTM.md 15KB data_transforms.md 6KB home.html 18KB Readme.md 45B project_report.md 275B figures Readme.md 55B preprocessing_steps_observations.csv 9KB templates home.md 4KB documentation.md 1B entry_form.html 16KB home.html 4KB base.html 2KB
requirements.txt 905B data raw Readme.md 739B external Readme.md 30B processed drop_columns.csv 255B categorical_columns.csv 271B numeric_columns.csv 234B feature_engineering_columns.csv 228B Readme.md 45B required_features.csv 623B interim Readme.md 45B
LCA_dataset_sample1000.xlsx 159KB LCA_dataset_sample10000.xlsx 1.49MB LCA_files_list.txt 215B src transforms.py 20KB mylib.py 4KB __init__.py 1B visualization_scripts.py 1B make_observations_file.py 15KB make_prediction.py 158B make_dataset.py 2KB myapp.py 1KB test_scripts.py 27B build_features.py 7KB train_eval_model.py 3KB md_to_html.py 894B models adaboost_batch_train.pkl 6KB Readme.md 69B build_feature_pipe.pkl 1KB preprocess_pipe.pkl 36KB LICENSE 34KB static js script.js 642B css styles.css 3KB .theia settings.json 31B launch.json 333B streamlit_app.py 214B README.md 838B config.py 0B Procfile 22B app.py 1KB references Readme.md 65B references.bib 499B docs Makefile 638B make.bat 799B Readme.md 57B source index.rst 421B conf.py 2KB prototyping notebooks 03_sh_build_modular_pipeline.ipynb 39KB 01_sh_EDA.ipynb 32KB 03_sh_build_pipeline.ipynb 23KB 04_sh_train_predict.ipynb 38KB Readme.md 168B 02_sh_build_features.ipynb 43KB 04_sh_batch_train.ipynb 25KB 04_sh_evaluate_model.ipynb 33KB 02_sh_make_observations_file.ipynb 46KB 01_sh_Analysis_of_denied_records.ipynb 54KB Readme.md 192B tox.ini 1B .gitpod.yml 50B资源评论
