Machine-Learning-Engineering-with-MLflow
Machine Learning Engineering with MLflow, published by Packt
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최종 버전 다운로드 (.zip)- .gitignore
- Dockerfile
- Makefile
- MLproject
- README.md
- test.csv
- train.py
- chapther_01_introducing_ml_flow.ipynb
- Dockerfile
- run.sh
- bug-fix-ticket-template.md
- epic-ticket-template.md
- feature-ticket-template.md
- spike-ticket-template.md
- task-ticket-template.md
- pull_request_template.md
- wait-for-it.sh
- Dockerfile
- requirements.test.txt
- wait-for-it.sh
- .dockerignore
- Dockerfile
- .dockerignore
- Dockerfile
- init.sql
- Dockerfile
- Dockerfile.dockerignore
- requirements.txt
- conda.yaml
- MLmodel
- mlflow_sample.ipynb
- stockpred_randomizer.ipynb
- __init__.py
- __init__.py
- test_mlflow.py
- __init__.py
- test_version.py
- run_docker_tests.sh
- .dockerignore
- .env
- .gitignore
- .pylintrc
- .travis.yml
- docker-compose.yml
- LICENSE
- Makefile
- README.md
- requirements.txt
- setup.py
- tox.ini
- wait-for-it.sh
- Dockerfile
- requirements.test.txt
- wait-for-it.sh
- .dockerignore
- Dockerfile
- .dockerignore
- Dockerfile
- init.sql
- Dockerfile
- Dockerfile.dockerignore
- requirements.txt
- hyperopt_optimization_logistic_regression_mlflow.ipynb
- mlflow_run_keras.ipynb
- mlflow_run_logistic_regression.ipynb
- mlflow_run_xgboost.ipynb
- retrieve_training_data.ipynb
- training_data.csv
- __init__.py
- __init__.py
- test_mlflow.py
- __init__.py
- test_version.py
- run_docker_tests.sh
- .dockerignore
- .env
- .gitignore
- .pylintrc
- .travis.yml
- docker-compose.yml
- LICENSE
- Makefile
- README.md
- requirements.txt
- setup.py
- tox.ini
- wait-for-it.sh
- Dockerfile
- requirements.test.txt
- wait-for-it.sh
- .dockerignore
- Dockerfile
- .dockerignore
- Dockerfile
- init.sql
- Dockerfile
- Dockerfile.dockerignore
- requirements.txt
- hyperopt_optimization_logistic_regression_mlflow.ipynb
- mlflow_run_keras.ipynb
- models_under_the_hood_mlflow.ipynb
- random_custom_logging_model.ipynb
- training_data.csv
- __init__.py
- __init__.py
- test_mlflow.py
- __init__.py
- test_version.py
- run_docker_tests.sh
- .dockerignore
- .env
- .gitignore
- .pylintrc
- .travis.yml
- docker-compose.yml
- LICENSE
- Makefile
- README.md
- requirements.txt
- setup.py
- tox.ini
- data.csv
- manifest.yaml
- data.csv
- manifest.yaml
- data.csv
- manifest.yaml
- data.csv
- manifest.yaml
- manifest.yaml
- .gitignore
- check_verify_data.py
- conda.yaml
- feature_set_generation.py
- LICENSE
- load_raw_data.py
- main.py
- MLproject
- README.md
- features.csv
- features.parquet
- online_store.db
- registry.db
- add_features.ipynb
- driver_stats.parquet
- feature_store.yaml
- register_features.py
- wait-for-it.sh
- Dockerfile
- requirements.test.txt
- wait-for-it.sh
- .dockerignore
- Dockerfile
- .dockerignore
- Dockerfile
- init.sql
- Dockerfile
- Dockerfile.dockerignore
- requirements.txt
- __init__.py
- __init__.py
- test_mlflow.py
- __init__.py
- test_version.py
- run_docker_tests.sh
- .dockerignore
- .env
- .gitignore
- .pylintrc
- .travis.yml
- docker-compose.yml
- LICENSE
- Makefile
- README.md
- requirements.txt
- setup.py
- tox.ini
- test_predictions.csv
- data.csv
- conda.yaml
- MLmodel
- model.xgb
- feature_importance_weight.json
- feature_importance_weight.png
- .gitignore
- conda.yaml
- evaluate_model.py
- LICENSE
- main.py
- mlflow_db
- MLproject
- README.md
- register_model.py
- train_model.py
- test_predictions.csv
- data.csv
- conda.yaml
- evaluate_model.py
- LICENSE
- main.py
- MLproject
- README.md
- register_model.py
- train_model.py
- .gitignore
- Dockerfile
- mlflow_db
- MLproject
- conda.yaml
- MLmodel
- model.xgb
- feature_importance_weight.json
- feature_importance_weight.png
- Makefile
- mlflow_db
- test_predictions.csv
- data.csv
- .gitignore
- conda.yaml
- evaluate_model.py
- LICENSE
- main.py
- MLproject
- README.md
- register_model.py
- train_model.py
- api_predictions_client.py
- mlflow_db
- input.csv
- output.csv
- .gitignore
- batch_scoring.py
- Dockerfile
- mlflow_db
- MLproject
- conda.yaml
- MLmodel
- model.xgb
- feature_importance_weight.json
- feature_importance_weight.png
- Makefile
- mlflow_db
- bitpred_poc.dbc
- input_prediction.csv
- conda.yaml
- MLmodel
- model.xgb
- feature_importance_weight.json
- feature_importance_weight.png
- ray_serving.py
- reports_model_performance.html
- boston_data_drift_no_mapping.html
- classification_performance.html
- data_and_target_drift.html
- my_report.html
- reports_model_performance.html
- target_drift.html
- input_data_drift.html
- input_data_drift.json
- target_drift.html
- target_drift.json
- data_and_target_drift.html
- filename.json
- monitoring_data_drift_performance.ipynb
- monitoring_models_drifts.ipynb
- monitoring_target_drifts.ipynb
- reference_training_data.csv
- scored_data.csv
- to_score_input_data.csv
- training_data.csv
- mlflow_db
- events.out.tfevents
- catboost_training.json
- learn_error.tsv
- time_left.tsv
- automl_psystock_mlflow.ipynb
- training_data.csv
- automl_fraud_detection_mlflow.ipynb
- automl_psystock_mlflow.ipynb
- credicard.csv
- r_sample.dbc
- __init__.py
- psystock_deployment_plugin.py
- setup.py
- Main.java
- .gitignore
- license.md
- pom.xml
- readme.md
- .gitignore
- LICENSE
- README.md
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