update transformers to 4.36.0 from 4.29.1

update torch version from 1.10.2 to 1.11.0

undo last change

update to only include top 50 overall words for word clouds

prevent 'inaudible' and 'crosstalk' from being included

sort math clouds

small fix

only return top 50 of student and teacher word cloud list

stop returning uptake word cloud

get rid of separate math and general clouds

small fix

add check for math word in word clouds

add continue in word clouds if math word is in word

small

fix typo

add raw math terms

add print

add print

test print matches

add test print matches

small fix

fix small bug

add teacherTopWords and studentTopWords

Merge branch 'main' of https://huggingface.co/hylee719/transcript-analysis-testing into main

update with del

add del for memory cleanup

Update handler.py

get rid of unnecessary param for run math density

Update handler.py

account for edge case if student or teacher talk is zero

Update handler.py

Update handler.py

Update handler.py

Update handler.py

Update handler.py

add test print

set unit measure for valid timestamp

Update handler.py

Update handler.py

change tuple assignment

fix indentation

add prints for checking

add debugging print statements

fix word cloud typo

add math word cloud data

update so reasoning only runs for non-teachers

add uid

fix typo for topwords

clean up

revise math term checking