Sharing Colab Agent, a new tool integrated directly into Google Colab that could seriously speed up data science workflows! It's powered by Gemini 2.0 and lets you generate entire, runnable Colab notebooks just by describing your analysis goals in natural language.
Here's how it works:
1. Upload Data: CSV, JSON, or .txt files (up to 1GB). 2. Describe Your Goal: Tell it what you want to do (e.g., "visualize trends," "build a prediction model," "clean the data"). 3. Get a Notebook: The agent generates a complete Colab notebook with the necessary code, libraries, and analysis.
It's a full workflow, ready to run and customize. It can handle things like:
✨ Data Cleaning: Filling in missing values. 📊 Visualization: Creating charts and graphs. 🧮 Statistical Analysis: Calculating correlations, etc. 🤖 Machine Learning: Training models (like random forests).
It's free to use in Colab (with some compute limits, of course), and supports multiple languages. It achieves 4th place on the DABStep benchmark for data science agents.
