{"id":26997,"library":"flashy","title":"Flashy","description":"Minimal solver for deep learning (0.0.2). Provides a lightweight training loop abstraction. Infrequently updated.","status":"active","version":"0.0.2","language":"python","source_language":"en","source_url":"https://github.com/fairinternal/flashy","tags":["deep learning","training","solver","minimal"],"install":[{"cmd":"pip install flashy","lang":"bash","label":"Install from PyPI"}],"dependencies":[],"imports":[{"note":"","wrong":"","symbol":"Solver","correct":"from flashy import Solver"}],"quickstart":{"code":"from flashy import Solver\n\nsolver = Solver(model, optimizers, dataloaders)\nsolver.fit(epochs=10)","lang":"python","description":"Basic usage of Flashy Solver."},"warnings":[{"fix":"pip install flashy==0.0.2","message":"Flashy is in very early stage (pre-1.0). API may change without notice. Pin version in requirements.","severity":"gotcha","affected_versions":"all"},{"fix":"Refer to https://github.com/fairinternal/flashy","message":"Documentation is minimal; no official docs site exists. Rely on GitHub README and source code for usage.","severity":"gotcha","affected_versions":"all"}],"env_vars":null,"last_verified":"2026-04-27T00:00:00.000Z","next_check":"2026-07-26T00:00:00.000Z","problems":[{"fix":"Run 'pip install flashy' in the correct Python environment.","cause":"Library not installed or installed in wrong environment.","error":"ModuleNotFoundError: No module named 'flashy'"},{"fix":"Use 'from flashy import Solver'. Ensure you have the latest version installed.","cause":"Incorrect import path or library version mismatch.","error":"AttributeError: module 'flashy' has no attribute 'Solver'"}],"ecosystem":"pypi","meta_description":null,"install_score":null,"install_tag":null,"quickstart_score":null,"quickstart_tag":null}