tommyma3/ai-data-scientist-agent

The product is a local-LLM agent that iteratively generates tabular ML solutions, executes them under a timeout, and ranks candidates by validation MSE. The main path runs from CLI configuration through orchestration, then draft/debug/improve generation, sandbox execution and journal updates, with best and good code saved between steps. Dataset previews, model inference, and execution results are distinct stages; the journal and text utilities support the search. Major documented features are represented, though generated submissions are produced by candidate code rather than a sampled repository module. Edges reflect sampled calls or README-documented behavior; unsampled internal details are not inferred.