ProTaska-GPT 0.0.3

Unleash the Potential of Datasets with Intelligent Tasks, Tutorials, and Algorithm Recommendations.

🚀 ProTaska-GPT

Your AI-powered data companion 🤖

Specify your dataset of choice, and ProTaska-GPT generates a tailored codebase, empowering you to visualize and understand the dataset with tasks, tutorials, and actionable insights. Accelerate your data science journey with ease and efficiency!

🖊️ Key Features:

1. Dataset Ingestion: ProTaska-GPT seamlessly integrates with dataset sources like Kaggle and Hugging Face (for now), allowing users to easily import and work with diverse datasets.
2. Visualize, Inspect, and Understand: It provides powerful tools to visualize and explore datasets, enabling users to gain insights into data distributions, correlations, missing values, and other important characteristics.
3. Task Recommendations: Leveraging its GPT-backbone, it generates a customized set of tasks tailored to each dataset, providing users with valuable project ideas and challenges.
4. Algorithm Suggestions: Based on the dataset characteristics, it suggests suitable machine learning algorithms, enabling users to make informed decisions during their project journey.
5. Beginner-Friendly Tutorials: ProTaska-GPT offers to generate a collection of beginner-friendly tutorials that guide users through common data science workflows, step-by-step, fostering practical learning and skill development.

💁 Contributing

This is an open-source project and we would be really grateful to any contributions.