BrowenChen / EducationAlgorithms
Adaptive Learning Module, IRT, CAT, SR algorithms + paper summary
☆36Updated 2 years ago
Alternatives and similar repositories for EducationAlgorithms:
Users that are interested in EducationAlgorithms are comparing it to the libraries listed below
- Feature Aware Student knowledge Tracing Toolkit. Implements HMMs with features for modeling student performance☆30Updated 2 years ago
- LightSide Workbench☆24Updated last year
- Deep learning using Recurrent Neural Networks on student code submissions; focusing on LSTMs to predict student success☆28Updated 8 years ago
- Example code for doing MIRT (multidimensional item response theory) simulations in Python using PyMC☆49Updated 12 years ago
- Materials for the talk on adaptive learning at PyCon HK 2015☆31Updated 9 years ago
- Additive factors model and additive factors model with slip implemented in python☆19Updated 4 years ago
- ☆20Updated 8 years ago
- Bayes Net Toolbox for Student Modeling (BNT-SM) is an effort to facilitate the use of dynamic Bayes nets in the student modeling communit…☆14Updated 12 years ago
- Code for replicating results in our EDM2016 paper☆59Updated 8 years ago
- DiscourseDB Core Repository☆10Updated 4 years ago
- Item Response Theory in Python☆25Updated 5 years ago
- Weighted Chinese Restaurant Process model for inferring skill labels in Bayesian Knowledge Tracing☆20Updated 8 years ago
- A platform offering teachers and educational designers the capacity to use data to personalise the learner experience.☆42Updated 7 months ago
- Implementation of some popular knowledge tracing algorithms☆13Updated 5 years ago
- predicting student academic performance☆81Updated 5 years ago
- Source code and data sets for Going Deeper with Deep Knowledge Tracing (EDM-2016)☆58Updated 7 years ago
- Clustering documents based on LSH☆14Updated 8 years ago
- Demo using image_features api to sort images based on similarity.☆29Updated 9 years ago
- development moved to https://github.com/myudelson/hmm-scalable☆38Updated 5 years ago
- A python library of IRT algorithm☆99Updated last year
- Force Based Network Visualization Library With Automated Scaling To Prevent Node Overlap, Label Adjustment & Easy Community Visualization…☆15Updated 6 years ago
- Research project on deep reinforcement learning methods for intelligent tutoring systems☆14Updated 7 years ago
- An Intelligent Tutoring System (ITS) using various algorithms from literature.☆13Updated 2 years ago
- A collection of R packages for educational datamining☆15Updated 6 years ago
- Our implementation of the LSTM version of Deep Knowledge Tracing (DKT)☆94Updated 5 years ago
- source code for the paper Deep Knowledge Tracing☆279Updated 9 years ago
- Experiment code for AAAI paper: A Neural Probabilistic Model for Context Based Citation Recommendation☆9Updated 7 years ago
- GHRecommender - personalized recommendations for GitHub projects based on information about repositories starred by the user☆26Updated 2 years ago
- The top 10 solution to the "Growing Instability: Classifying Crisis Reports" challenge☆21Updated 7 years ago