ml-smores / fastLinks
Feature Aware Student knowledge Tracing Toolkit. Implements HMMs with features for modeling student performance
☆30Updated 2 years ago
Alternatives and similar repositories for fast
Users that are interested in fast are comparing it to the libraries listed below
Sorting:
- Code for replicating results in our EDM2016 paper☆59Updated 9 years ago
- ☆20Updated 9 years ago
- Weighted Chinese Restaurant Process model for inferring skill labels in Bayesian Knowledge Tracing☆22Updated 8 years ago
- Implementation of some popular knowledge tracing algorithms☆13Updated 5 years ago
- Example code for doing MIRT (multidimensional item response theory) simulations in Python using PyMC☆53Updated 12 years ago
- Source code and data sets for Going Deeper with Deep Knowledge Tracing (EDM-2016)☆57Updated 8 years ago
- development moved to https://github.com/myudelson/hmm-scalable☆38Updated 6 years ago
- Deep learning using Recurrent Neural Networks on student code submissions; focusing on LSTMs to predict student success☆28Updated 8 years ago
- Command-line utility for fitting Hidden Markov Models at scale☆56Updated 2 years ago
- Additive factors model and additive factors model with slip implemented in python☆21Updated 4 years ago
- Our implementation of the LSTM version of Deep Knowledge Tracing (DKT)☆96Updated 6 years ago
- An implementation of the Latent Skill Embedding model☆10Updated 9 years ago
- Build DKT (Deep Knowledge Tracing) model with TensorFlow☆47Updated 3 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
- source code for the paper Deep Knowledge Tracing☆292Updated 9 years ago
- Search and Recommender Systems papers with Code☆22Updated 6 years ago
- ☆28Updated last week
- DAS3H: Modeling Student Learning and Forgetting for Optimally Scheduling Distributed Practice of Skills☆51Updated 4 years ago
- Item Response Theory in Python☆25Updated 6 years ago
- Dynamic Key Value Memory Networks for Knowledge Tracing☆20Updated 6 years ago
- ☆14Updated 5 years ago
- Code for HyPER: A Flexible and Extensible Probabilistic Framework for Hybrid Recommender Systems☆16Updated 9 years ago
- Fit EDM main algorithms on Lalilo data☆9Updated 5 years ago
- Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing☆137Updated last year
- 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
- It is the DKT+ model implemented in python3 and tensorflow1.2☆118Updated 6 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆137Updated 5 years ago
- GRu4Rec in TensorFlow☆14Updated 7 years ago
- Multiple Knowledge Tracing models implemented by mxnet☆16Updated 2 years ago
- Comparing models for adaptive testing (Rasch, DINA, MIRT, GenMA)☆21Updated 6 years ago