SMILE Studio is an IDE for machine learning and data science. It combines an interactive notebook and AI-powered agents in a single, modern desktop application. The AutoML Agent is capable of automating the end-to-end workflow of building, training, and deploying machine learning models. You may try it with the prebuilt package. You may also guide the agent to build ML/AI solutions step by step with natural language instructions.
- Data loading from CSV, ARFF, JSON, Avro, Parquet, Iceberg, SQL
- Advanced interactive data visualization
- Model training, evaluation, and ensembling
- Inference server management