~/lightning

Python Data Scientists 10x Faster

Lightningat PyCon India 2020 · 2020-10-02..10-05· [data-engineering, python]
links:none on file
slides:none on file

Claims that Python workflows run 10x faster by replacing repetitive imports with pyforest, which lazy-loads pandas numpy matplotlib seaborn and friends so notebooks start working without explicit imports. Demonstrates a GUI dataframe editor bamboolib that performs filtering dropping and sorting through clicks and reveals the exact pandas code it generates. Demo hits a load hiccup but the tools produce real code and noticeably cut exploratory data wrangling time.

AI-written summary · about

~/search
type to search 6,249 conferences, 138,987 speakers and 185,172 talks
~/help
cmdctrl k
search every conference, speaker and series
/
focus the filter search
h
home
c
conferences
s
speakers
e
series
t
light / dark — the status bar button does the same
?
this help
esc
close this, then clear every filter — or just the search, while you are typing in it

Ignored while you are typing. Pages without a filter rail have no search to focus.