v0.2.0

Data Module and Environment Enhancement

• Initial Release of Data Module to generate data pipelines. It supports:
  • Pyspark Sagemaker Processing jobs
  • Schedule the data pipeline to hourly, daily, weekly or custom intervals
  • The ability to specify the bucket where the data is read/written to at runtime.
• Environment module enhancement with internet option.

Contributors to this Release

Yin Song (@yinsong1986), Wei Yih Yap (@yihyap), Kian Ho (@kianho), Chen Wu (@chenwuperth), Josiah Davis (@josiahdavis), Verdi March (@verdimrc).

v0.1.0

Initial Release

• Training and Inference Pipeline with SageMaker and Step Functions.
• Environment module with EC2 instance, SageMaker notebook, S3 bucket, and VPC.
• Utilities for notebook configuration and checking the environment setup.
• Documentation and unit testing.

Contributors to this Release

Yin Song (@yinsong1986), Chen Wu (@chenwuperth), Wei Yih Yap (@yihyap), Verdi March (@verdimrc), Josiah Davis (@josiahdavis).