Knewton / lentil
An implementation of the Latent Skill Embedding model
☆10Updated 9 years ago
Alternatives and similar repositories for lentil:
Users that are interested in lentil are comparing it to the libraries listed below
- Code for replicating results in our EDM2016 paper☆59Updated 8 years ago
- Feature Aware Student knowledge Tracing Toolkit. Implements HMMs with features for modeling student performance☆30Updated 2 years ago
- Example code for doing MIRT (multidimensional item response theory) simulations in Python using PyMC☆53Updated 12 years ago
- ☆20Updated 9 years ago
- development moved to https://github.com/myudelson/hmm-scalable☆38Updated 6 years ago
- Source code and data sets for Going Deeper with Deep Knowledge Tracing (EDM-2016)☆57Updated 8 years ago
- Additive factors model and additive factors model with slip implemented in python☆21Updated 4 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
- Command-line utility for fitting Hidden Markov Models at scale☆56Updated 2 years ago
- Our implementation of the LSTM version of Deep Knowledge Tracing (DKT)☆96Updated 5 years ago
- Weighted Chinese Restaurant Process model for inferring skill labels in Bayesian Knowledge Tracing☆22Updated 8 years ago
- Spaced repetition through deep reinforcement learning☆64Updated 3 years ago
- A python library of IRT algorithm☆105Updated last year
- Deep learning using Recurrent Neural Networks on student code submissions; focusing on LSTMs to predict student success☆28Updated 8 years ago
- DAS3H: Modeling Student Learning and Forgetting for Optimally Scheduling Distributed Practice of Skills☆51Updated 4 years ago
- source code for the paper Deep Knowledge Tracing☆289Updated 9 years ago
- A PyTorch implementation of "Variational Item Response Theory: Fast Accurate, and Expressive"☆77Updated 4 years ago
- Parameter estimation routines for logistic Item Characteristic Curves (ICC) from Item Response Theory (IRT)☆55Updated 2 years ago
- ☆44Updated 9 years ago
- Epsilon-greedy, softmax and LinUCB contextual bandit implementations [recommender systems]☆49Updated 6 years ago
- A collection of R packages for educational datamining☆15Updated 6 years ago
- Dato/Turi DS Conf talk on NLP and Elasticsearch analysis of reviews, plus JS implementation☆45Updated 8 years ago
- A queueing network model for spaced repetition☆32Updated 3 years ago
- ☆15Updated 8 years ago
- Fall 2014 CS194-16 Introduction to Data Science assignments☆23Updated 4 years ago
- Graffinity: Visualizing Connectivity in Large Graphs☆28Updated 3 years ago
- Implementation of Hidden Markov Models in pymc3☆61Updated 8 years ago
- 变分推断在教育测量模型中的应用(项目反应理论,认知诊断模型) variational inference for psychometrics model (item response theoy, cognitive diagnosis models)☆17Updated last year
- Bayesian Logistic Regression using Laplace approximations to the posterior.☆47Updated 8 years ago
- Item Response Theory in Python☆25Updated 6 years ago