About
Sketch is an AI code-writing assistant for pandas users that requires no setup.
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Summary
Sketch is an AI code-writing assistant for pandas users that understands the context of your data, greatly improving the relevance of suggestions. Sketch is usable in seconds and doesn't require adding a plugin to your IDE.
Features
- Ask: a basic question-answer system on sketch, based on the summary statistics and description of the data
- Howto: a code-writing prompt that provides code blocks as starting points for any data-related question
- Apply: a more advanced prompt for data generation, parsing fields, and creating new features
- Efficient approximation algorithms (data sketches) for quick data summarization
- Integration with hugging face models (MPT-7B and StarCoder) and OpenAI
- Language model leveraging data sketches and additional context for more accurate results
Use Cases
- Data analysis and exploration in pandas
- Getting insights from data
- Cleaning and normalizing data
- Feature engineering
- Data visualization and plotting
- Building models
Pricing
Free
$0
per user/month
Team
$3.67
per user/month
Enterprise
$19.25
per user/month
