Show HN: AutoML Agents

https://github.com/haifengl/smile/tree/master/studio
by haifeng • 3 months ago
3 0 3 months ago

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

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