majiayu000 Python Environment
Always use uv run. Never search for Python or use venv directly.
uv run uses the venv from the nearest pyproject.toml up the directory tree. Run scripts from the project root:
cd /path/to/project # directory with pyproject.toml
uv run python experiments/experiment_X/fit/run_fit.py
Shared Utilities
shared-utils is a project dependency. Import directly:
from shared_utils import compile_model, fit_model, check_convergence, ...
Read the package source at /workspace/shared_utils/ for API details.
Script Structure
Write small, focused scripts - not monolithic files. Separate concerns:
experiment_X/
fit/
run_fit.py # Main entry point
diagnostics.py # Convergence checks
plots.py # Visualization
Each script should:
- Do one thing well
- Be runnable independently via
uv run python script.py - Import shared logic from
shared_utils