19. Execution Statistics

This table contains the latest execution statistics.

Document	Modified	Method	Run Time (s)	Status
about_py	2022-08-26 10:59	cache	3.77	✅
debugging	2022-08-26 10:59	cache	2.97	✅
functions	2022-08-26 10:59	cache	2.66	✅
getting_started	2022-08-26 10:59	cache	3.01	✅
intro	2022-08-26 10:59	cache	1.31	✅
matplotlib	2022-08-26 10:59	cache	8.74	✅
need_for_speed	2022-08-26 10:59	cache	10.02	✅
numba	2022-08-26 10:59	cache	15.02	✅
numpy	2022-08-26 10:59	cache	2.85	✅
oop_intro	2022-08-26 10:59	cache	1.98	✅
pandas	2022-08-26 10:59	cache	15.55	✅
parallelization	2022-08-26 10:59	cache	42.03	✅
python_advanced_features	2022-08-26 10:59	cache	37.03	✅
python_by_example	2022-08-26 10:59	cache	10.02	✅
python_essentials	2022-08-26 10:59	cache	2.37	✅
python_oop	2022-08-26 10:59	cache	3.3	✅
scipy	2022-08-26 10:59	cache	22.02	✅
status	2022-08-26 10:59	cache	1.31	✅
troubleshooting	2022-08-26 10:59	cache	1.31	✅
writing_good_code	2022-08-26 10:59	cache	6.09	✅

These lectures are built on linux instances through github actions so are executed using the following hardware specifications