All functions

abalone

Abalone Dataset

abalone_pred

Abalone Predictions

batch_predict()

Batch Predictions from Sagemaker Model

predict(<sagemaker>)

Make Predictions from Sagemaker Model

predict(<xgboost.core.Booster>)

Make Predictions Locally

read_s3() write_s3()

Read/write csvs from S3

s3()

Creates S3 Object Paths

s3_bucket()

Sagemaker Default S3 Bucket

s3_split()

Train/Validation Split in S3

sagemaker_attach_tuner()

Attach an Existing Sagemaker Tuning Job

sagemaker_container() sagemaker_xgb_container()

Sagemaker Container

sagemaker_deploy_endpoint() sagemaker_has_endpoint() sagemaker_delete_endpoint()

Deploy Sagemaker Real-time Endpoint

sagemaker_download_model()

Downloads Model Artifact

sagemaker_estimator() sagemaker_xgb_estimator()

Sagemaker Estimator

sagemaker_hyperparameter_tuner()

Start a Sagemaker Hyperparamter Tuning Job

sagemaker_install() sagemaker_install_xgboost()

Installs Sagemaker Dependencies

sagemaker_load_model()

Loads Model Artifact

sagemaker_ranges() sagemaker_integer() sagemaker_continuous() sagemaker_categorical()

Sagemaker Parameter Ranges

sagemaker_save_execution_role() sagemaker_get_execution_role()

Sagemake Execution Role

sagemaker_training_job_logs()

Sagemaker Training Job Logs

sagemaker_tuning_job_logs()

Sagemaker Tuning Job Logs