Sketch, found on GitHub, serves as an AI assistant for pandas users, enhancing code writing. Its advanced understanding of data context enables highly relevant suggestions. Through streamlined algorithms, it rapidly summarizes data and inputs it into language models.
Sketch is effortlessly accessible and doesn’t necessitate IDE plugin installation, ensuring quick usability.
Features Of Sketch
- Data Cataloging:
- General tagging (eg. PII identification)
- Metadata generation (names and descriptions)
- Data Engineering:
- Data cleaning and masking (compliance)
- Derived feature creation and extraction
- Data Analysis:
- Data questions
- Data visualization