CAHLR / pyBKT
Python implementation of Bayesian Knowledge Tracing and extensions
☆209Updated 6 months ago
Alternatives and similar repositories for pyBKT:
Users that are interested in pyBKT are comparing it to the libraries listed below
- ☆27Updated last year
- Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing☆136Updated last year
- It is the DKT+ model implemented in python3 and tensorflow1.2☆116Updated 6 years ago
- Our implementation of the LSTM version of Deep Knowledge Tracing (DKT)☆96Updated 5 years ago
- ☆102Updated 4 years ago
- Pytorch implementation for Deep Knowledge tracing☆37Updated 6 years ago
- Knowledge Tracing Models with PyTorch☆87Updated 9 months ago
- Simple and performant implementations of learner performance prediction algorithms.☆48Updated 10 months ago
- a simple pytorch implemention of paper A Self-Attentive model for Knowledge Tracing☆36Updated last year
- An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0☆99Updated 4 years ago
- It is the Deep-IRT model implemented in python3 and tensorflow1.13. Deep-IRT model extends the DKVMN model by cooperating with the IRT mo…☆55Updated 2 years ago
- The Model Zoo of Knowledge Tracing Models☆214Updated last year
- Command-line utility for fitting Hidden Markov Models at scale☆56Updated 2 years ago
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆45Updated 4 years ago
- ☆54Updated 11 months ago
- DAS3H: Modeling Student Learning and Forgetting for Optimally Scheduling Distributed Practice of Skills☆51Updated 4 years ago
- Efficient implementations for handling large-scale student log data and knowledge tracing algorithms.☆34Updated 2 years ago
- ☆27Updated 3 years ago
- A collection of Knowledge Tracing model implementations with PyTorch☆153Updated 2 years ago
- Pytorch implementation of DKVMN☆23Updated 4 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆135Updated 5 years ago
- A PyTorch implementation of "Variational Item Response Theory: Fast Accurate, and Expressive"☆77Updated 4 years ago
- ☆40Updated 5 years ago
- Source code and data sets for Going Deeper with Deep Knowledge Tracing (EDM-2016)☆57Updated 8 years ago
- source code for the paper Deep Knowledge Tracing☆289Updated 9 years ago
- ☆34Updated 5 years ago
- Implementation of paper "A Self-Attentive model for Knowledge Tracing"☆45Updated 4 years ago
- Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network☆121Updated 4 years ago
- Bayesian IRT models in Python☆138Updated last week
- ☆83Updated 10 months ago