memorize
data-science-notes
| memorize | data-science-notes | |
|---|---|---|
| 3 | 1 | |
| 173 | 35 | |
| 3.5% | - | |
| 0.0 | 0.0 | |
| over 1 year ago | over 1 year ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | MIT License |
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memorize
- Understanding specific scientific paper with algorithm for spaced repetition learning
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I think the spaced repetition community should up it's research game, and implement the findings.
It's been long known to researchers that longer interval usually = better retention, with no clear diminishing returns, yet Anki's default intervals are extremely short. Most Anki bloggers and "influencers" give advice about Anki settings based on personal experience and gut feelings, even though we have OPEN DATA, even by Duolingo, analyzed with state of the art statistical methods demonstrating that there is much improvement to be made.
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From refold Anki settings to machine learning; few reflections on Anki algorithm
Source code: https://github.com/Networks-Learning/memorize
data-science-notes
What are some alternatives?
fsrs4anki - A modern Anki custom scheduling based on Free Spaced Repetition Scheduler algorithm
MAPIE - A scikit-learn-compatible module for estimating prediction intervals.
hyperlearn - 2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
Data-science - Collection of useful data science topics along with articles, videos, and code
60-Days-of-Data-Science-and-ML - 60 Days of Data Science and ML
strava-analysis - 🏃📊 Using strava to do personal analyses and to practice data scientist skills.
linear_elasticity_3D_fenics - Finite element modeling for linear elasticity problem in 3D by using FEniCS software
datacamp - 🍧 DataCamp data-science and machine learning courses
machine_learning_complete - A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
DataScienceProjects
forestplot - A Python package to make publication-ready but customizable coefficient plots.
PtitPrince - python version of raincloud