Knewton / lentil
An implementation of the Latent Skill Embedding model
☆10Updated 8 years ago
Related projects ⓘ
Alternatives and complementary repositories for lentil
- Feature Aware Student knowledge Tracing Toolkit. Implements HMMs with features for modeling student performance☆30Updated 2 years ago
- Code for replicating results in our EDM2016 paper☆59Updated 8 years ago
- Example code for doing MIRT (multidimensional item response theory) simulations in Python using PyMC☆49Updated 12 years ago
- ☆20Updated 8 years ago
- development moved to https://github.com/myudelson/hmm-scalable☆38Updated 5 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
- Additive factors model and additive factors model with slip implemented in python☆19Updated 3 years ago
- Our implementation of the LSTM version of Deep Knowledge Tracing (DKT)☆95Updated 5 years ago
- Spaced repetition through deep reinforcement learning☆64Updated 3 years ago
- Weighted Chinese Restaurant Process model for inferring skill labels in Bayesian Knowledge Tracing☆20Updated 8 years ago
- Command-line utility for fitting Hidden Markov Models at scale☆55Updated 2 years ago
- Deep learning using Recurrent Neural Networks on student code submissions; focusing on LSTMs to predict student success☆28Updated 8 years ago
- Source code and data sets for Going Deeper with Deep Knowledge Tracing (EDM-2016)☆58Updated 7 years ago
- DAS3H: Modeling Student Learning and Forgetting for Optimally Scheduling Distributed Practice of Skills☆50Updated 3 years ago
- ☆36Updated 9 years ago
- ☆46Updated 11 years ago
- A PyTorch implementation of "Variational Item Response Theory: Fast Accurate, and Expressive"☆72Updated 4 years ago
- A board game recommendation engine/model/website.☆39Updated 8 years ago
- ☆44Updated 9 years ago
- A queueing network model for spaced repetition☆32Updated 2 years ago
- STATS385 course website☆89Updated 2 years ago
- Tutorial and review of word2vec / doc2vec☆104Updated 9 years ago
- source code for the paper Deep Knowledge Tracing☆276Updated 8 years ago
- the 2nd place solution for West Nile Virus Prediction challenge on Kaggle☆36Updated 9 years ago
- Entity level sentiment analysis for product reviews using deep learning☆55Updated 8 years ago
- Parameter estimation routines for logistic Item Characteristic Curves (ICC) from Item Response Theory (IRT)☆54Updated last year
- Machine Learning Summer School☆14Updated 9 years ago