These are some of the features we have in the pipeline, sorted by priority. Please help us prioritize this list; go to the related GitHub issue and comment on it.
Grid improvements (#522, #647)
Plot color changes (#650)
Better tracking of execution products (notebooks, models and artifacts).
Improve documentation of git collaboration
Better support for non-Jupyter editors like VSCode or PyCharm (available in
0.14). User guide.
CLI automatic suggestions on typos (#618)
Scheduling via cron jobs (#422)
Pipeline Monitoring (#583)
Google Colab integration, documentation and a sample first-pipeline.
Managed AWS Batch deployment through github actions CI.
These are some ideas we have that we haven’t prioritized yet.
Deploying your model as an endpoint.
Integration with Databricks.
Integration with Great Expectations.
Integration with Streamlit.
Automated pipeline testing.
Integration with data versioning tools such as LakeFS. (#414)
Expand integration with Google Cloud (we only support uploading to Cloud Storage).
Expand integration with AWS (we only support S3 and AWS Batch).
Integration with Azure Machine Learning services.
Support for Julia.