rddy / deeptutor
Spaced repetition through deep reinforcement learning
☆64Updated 3 years ago
Alternatives and similar repositories for deeptutor
Users that are interested in deeptutor are comparing it to the libraries listed below
Sorting:
- A queueing network model for spaced repetition☆32Updated 3 years ago
- DAS3H: Modeling Student Learning and Forgetting for Optimally Scheduling Distributed Practice of Skills☆51Updated 4 years ago
- Code and data for "Deep Reinforcement Learning of Marked Temporal Point Processes", NeurIPS 2018☆78Updated 6 years ago
- Feature Aware Student knowledge Tracing Toolkit. Implements HMMs with features for modeling student performance☆30Updated 2 years ago
- Command-line utility for fitting Hidden Markov Models at scale☆56Updated 2 years ago
- Source code and data sets for Going Deeper with Deep Knowledge Tracing (EDM-2016)☆57Updated 8 years ago
- Our implementation of the LSTM version of Deep Knowledge Tracing (DKT)☆96Updated 5 years ago
- Parameter estimation routines for logistic Item Characteristic Curves (ICC) from Item Response Theory (IRT)☆55Updated 2 years ago
- Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing☆136Updated last year
- ☆509Updated last year
- Code for replicating results in our EDM2016 paper☆59Updated 8 years ago
- development moved to https://github.com/myudelson/hmm-scalable☆38Updated 6 years ago
- Additive factors model and additive factors model with slip implemented in python☆21Updated 4 years ago
- Example code for doing MIRT (multidimensional item response theory) simulations in Python using PyMC☆53Updated 12 years ago
- Weighted Chinese Restaurant Process model for inferring skill labels in Bayesian Knowledge Tracing☆22Updated 8 years ago
- An implementation of the Latent Skill Embedding model☆10Updated 9 years ago
- Code and real data for "Enhancing Human Learning via Spaced Repetition Optimization", PNAS 2019☆184Updated 2 years ago
- Source code of Neural Logic Reinforcement Learning (https://arxiv.org/abs/1904.10729)☆76Updated 5 years ago
- Combining deep learning and reinforcement learning.☆80Updated 3 years ago
- Adapting the AlphaZero algorithm to remove the need of execution traces to train NPI.☆79Updated last year
- Deep learning using Recurrent Neural Networks on student code submissions; focusing on LSTMs to predict student success☆28Updated 8 years ago
- A PyTorch implementation of "Variational Item Response Theory: Fast Accurate, and Expressive"☆77Updated 4 years ago
- PyTorch implementation of Memory Augmented Self-Play☆50Updated 4 years ago
- Hyperbolic (Poincare, Lorentz) Embeddings for TensorFlow☆55Updated 6 years ago
- I am implementing a lot of reinforcement learning and imitation learning algorithms since I'm sick of reading about them but not really u…☆52Updated 5 years ago
- A python library of IRT algorithm☆105Updated last year
- A python implemenation of tabular MuZero for educational purposes☆21Updated 5 years ago
- source code for the paper Deep Knowledge Tracing☆289Updated 9 years ago
- ☆20Updated 9 years ago
- Research project on deep reinforcement learning methods for intelligent tutoring systems☆14Updated 7 years ago