Nice ML Debugging Tools

ML_Tips.md

Interactive Stop Point

from IPython import embed
embed()

Type Ctrl-D to proceed

Human-readable Tensor

import lovely_tensors as lt
lt.monkey_patch()

Simple Logging

from loguru import logger
logger.debug("That's it, beautiful and simple logging!")

Show exception location

Please note that accepting exceptions blindlessly is usually not a good practice.

import sys, os

try:
    # Your code here
except Exception as e:
    exc_type, exc_obj, exc_tb = sys.exc_info()
    fname = os.path.split(exc_tb.tb_frame.f_code.co_filename)[1]
    line_number = exc_tb.tb_lineno
    print(f"Error executing function: {str(e)}. Error at line: {line_number} in file: {fname}. Please try again.")

Better Exceptions

import better_exceptions

better_exceptions.hook()