SHAPshot

Sotai is an AI-powered tool designed to make understanding and sharing model explanations easier. It simplifies the process of working with SHAP values, a popular method for explaining the predictions of machine learning models. Sotai's user-friendly interface and intuitive features make it easy for anyone to visualize, interpret, and communicate their model insights.

Highlights

• Simplified SHAP Management: Sotai streamlines the management and analysis of SHAP results, taking the complexity out of interpreting complex model explanations.
• Visualize and Share Insights: Sotai helps you create clear and impactful visualizations of your model's behavior, making it easier to share your findings with others.
• Boost Trust in Models: By making model explanations more accessible, Sotai helps build trust in your machine learning models.
• Easy to Use: Sotai provides a simple and intuitive interface for working with SHAP results, even if you're not a data science expert.

Key Features

• Python SDK and Web Client: Sotai offers a flexible and powerful way to interact with your SHAP results.
• 3-Line Code Charts: Generate insightful charts using just a few lines of code.
• Community Engagement: Join a supportive community of ML enthusiasts who share a passion for model interpretability and explainability.
• Comprehensive Support: Access documentation, tutorials, and support through Sotai's website, GitHub repository, and Discord channel.