Popular repositories

1. GraphFilter-GraphSmoother GraphFilter-GraphSmoother Public

   Graph Filter and Graph Smoother are algorithms for approximate filtering and smoothing in high-dimensional factorial hidden Markov models. The approximation involves discarding, in a principled way…

   Jupyter Notebook 7 2

2. HiddenMarkovNeuralNetwork HiddenMarkovNeuralNetwork Public

   An hybrid between HMM and Neural networks for sequential training and time series forecasting

   Jupyter Notebook 5

3. Multinomial-Approximations-for-compartmental-models Multinomial-Approximations-for-compartmental-models Public

   Explanation on how to use the Multinomial Approximations for compartmental models proposed in "Inference in Stochastic Epidemic Models via Multinomial Approximations" by N. Whiteley and L. Rimella

   Jupyter Notebook 4

4. PAL PAL Public

   Fast and consistent inference in compartmental models of epidemics using Poisson Approximate Likelihoods

   Jupyter Notebook 4 1

5. Optimal_IBM_proposal Optimal_IBM_proposal Public

   Many epidemic models are naturally defined as individual-based models: where we track the state of each individual within a susceptible population. Inference for individual-based models is challeng…

   Jupyter Notebook 1

6. RGeode RGeode Public

   R