silva

Query and analyze machine-learning experiments tracked by pandm — list runs, read a run's config/summary/metrics, compare runs to find the best hyperparameters, read full metric series, and locate logged images. Use when the user asks about past pandm experiments, wants to compare runs, pick a winner, inspect a metric over time, or analyze results stored in a `.pandm/` directory.

Record machine-learning experiment metrics, images, hyperparameters, and training progress to pandm — a local-first, account-free wandb/tensorboard alternative that writes to a `.pandm/` SQLite + PNG store. Use when instrumenting a training or evaluation loop, logging scalar metrics or images from a Python script, reporting an ETA, or saving a run's config so it can later be compared in the pandm dashboard.