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data wrangling agent: update readme
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mdancho84 committed Dec 25, 2024
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Expand Up @@ -31,15 +31,16 @@ This project is a work in progress. New data science agents will be released soo

### Agents Available Now

1. **Data Cleaning Agent:** Performs Data Preparation steps including handling missing values, outliers, and data type conversions.
2. **Feature Engineering Agent:** Converts the prepared data into ML-ready data. Adds features to increase predictive accuracy of ML models.
1. **Data Wrangling Agent:** Merges, Joins, Preps and Wrangles data into a format that is ready for data analysis.
2. **Data Cleaning Agent:** Performs Data Preparation steps including handling missing values, outliers, and data type conversions.
3. **Feature Engineering Agent:** Converts the prepared data into ML-ready data. Adds features to increase predictive accuracy of ML models.

### Agents Coming Soon

1. **Supervisor:** Forms task list. Moderates sub-agents. Returns completed assignment.
2. **Exploratory Data Analyst:** Analyzes data structure, creates exploratory visualizations, and performs correlation analysis to identify relationships.
3. **Machine Learning Agent:** Builds and logs the machine learning models.
4. **Interpretability Agent:** Performs Interpretable ML to explain why the model returned predictions including which features were the most important to the model.
1. **Data Analyst:** Analyzes data structure, creates exploratory visualizations, and performs correlation analysis to identify relationships.
2. **Machine Learning Agent:** Builds and logs the machine learning models.
3. **Interpretability Agent:** Performs Interpretable ML to explain why the model returned predictions including which features were the most important to the model.
4. **Supervisor:** Forms task list. Moderates sub-agents. Returns completed assignment.

## Disclaimer

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