Pychop is a Python library designed to facilitate numerical experimentation with low-precision arithmetic. It supports customizable floating-point formats and a comprehensive set of rounding modes, integrating seamlessly with NumPy, PyTorch, and JAX for efficient low-precision emulation in deep learning and scientific computations.