ML Copilot Agent
Welcome to the ML Copilot Agent documentation!
ML Copilot Agent is an interactive command-line tool designed to assist you in performing common machine learning tasks. It leverages OpenAI's language models and the LlamaIndex framework to automate processes such as data preprocessing, model training, evaluation, plotting, and generating reports.
How to use? Watch Short Video (Recommended)
Key Features
- Data Preprocessing: Automatically preprocess datasets for binary classification.
- Model Training: Train machine learning models with customizable options.
- Model Evaluation: Evaluate models and obtain comprehensive metrics.
- Plotting: Generate plots for data visualization and model performance.
- Custom Instructions: Execute custom code instructions using an AI agent.
- Interactive Workflow: User-friendly prompts guide you through each step.