whn09 / gluonts_sagemaker

GluonTS on Amazon SageMaker, train and deploy, BYOC and BYOS

gluonts_sagemaker

Local Test

python train.py --train data --test data --model-dir model --freq 1D --prediction-length 5 --context-length 50 --epochs 2 --algo-name DeepAR

python train.py --train data --test data --model-dir model --freq 1D --prediction-length 5 --context-length 50 --epochs 2 --algo-name LSTNet

python train.py --train data --test data --model-dir model --freq 1D --prediction-length 5 --context-length 50 --algo-name ARIMA (R is supported now!!!)

python train.py --train data --test data --model-dir model --freq 1D --prediction-length 5 --context-length 50 --algo-name Prophet (Predictor is supported now!!!)

Build Docker

./build_and_push.sh gluonts_sagemaker

BYOC

gluonts_byoc.ipynb

BYOS

gluonts_byos.ipynb