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1. tpls_python tpls_python Public

   Transdimensional Predictive Least Squares for Online Feature Selection

   Jupyter Notebook 1

2. tpls_matlab tpls_matlab Public

   Transdimensional Predictive Least Squares for Online Feature Selection

   MATLAB 1

3. online_lasso_matlab online_lasso_matlab Public

   Fast Sparse Learning from Streaming Data with LASSO

   MATLAB 1

4. online_lasso_python online_lasso_python Public

   Fast Sparse Learning from Streaming Data with LASSO

   Jupyter Notebook

5. pmcmc_CO_Pd pmcmc_CO_Pd Public

   We propose a particle MCMC sampler to learn the kinetic parameters of a chemical system, specifically the adsorption and desorption of CO on Pd(111).

   Jupyter Notebook 1

6. generalized-tpf generalized-tpf Public

   ICASSP 2023 - generalized two-stage particle filter

   Python