📘 a python nanolibrary for apply “spaced repetition” in learning purposes apps 📙
Project description
spacememo
📘 A python nanolibrary for apply “spaced repetition” in learning purposes apps 📙
Ideal for quizzes, micro learning, and practical exercises what requires domain
Installation
pip install spacememo
Usage
from spacememo import SpacedMemo
let memo = SpacedMemo()
# insert new values with the id number or string of the excercise or question
spacedRepetition.insertValue('idQuestion1');
# multiple values
[memo.insert_value(id) for id in ['id1', 'id2', 'id3']]
# optionally you can config a level of previous expertise to decrease initial frecuency instead default 'beginner' value
memo.insert_value('id_question6', {'domain': 'medium'})
memo.insert_value('id_question6', {'domain': 'expert'})
# spacememo gives the question or excersice that you need to resolve
memo.get_value() # returns an id
# evaluate the performance in last excersice or question with a boolean result
memo.evaluate(False)
# you can extract the data to render the order list for the user
memo.get_space_map()['values_queue'] # return an array of id elements
# and reorder the queue if user need to
config_value = memo.get_space_map().values_map
memo = SpacedMemo({
'values_queue': user_reorder_list,
'values_map': config_value
})
# or add in a persistent database and reuse in next sessions
saved_in_db = memo.get_space_map() # return a config object for persistent saving
my_new_study_session = SpacedMemo(saved_in_db)
# even you can change the default start position in queue based on your business requirements
memo.insert_value('idQuestion6', {'initial_position_in_queue': 0})
memo.insert_value('idQuestion6', {'initial_position_in_queue': 3, 'domain': 'medium'})
The purpose of this library
Spaced repetition algorithms based in queues gives lighter libraries and more easy to use
Any approach that you decide to implement a spaced repetition algorithm or library is good. The important thing of spaced repetition is:
- Estimulate the newest information more often than information with more domain
- Maintenance old knowledge distant little by little to avoid forget it
- Identify the question or skill with remember problems and review it
Happy learning! 📗
Project details
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