Gaussian process regression + automatical model selection for logitudinal -omics data
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Mar 11, 2021 - MATLAB
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model-selection
Here are 10 public repositories matching this topic...
Benchmark of posterior and model inference algorithms for (moderately) expensive likelihoods.
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Aug 11, 2022 - MATLAB
Advanced Data Assimilation Algorithms and Methods
data-science model-selection data-analytics data-analysis ensemble-learning model-driven-development data-processing data-assimilation variational-inference kalman-filter ensemble-prediction variational-method ensemble-models variational-monte-carlo kalman-estimator model-identification ensemble-kalman-filter data-assimilation-enkf ensemble-kalman-inversion
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May 8, 2021 - MATLAB
Hyperparameter selection of one-class support vector machine by self-adaptive data shifting
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Jan 31, 2020 - MATLAB
This repository stores my personal projects related to data science studies.
machine-learning deep-learning model-selection supervised-learning gaussian-mixture-models image-classification feedforward-neural-network unsupervised-learning support-vector-machines data-clustering sparse-regression principal-component-analysis neural-nets lstm-neural-networks fourier-transform singular-value-decomposition gabor-filters dynamic-mode-decomposition time-frequency-analysis model-discovery
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Jul 16, 2020 - MATLAB
Matlab code for the adaptive annealed importance sampling based marginal likelihood estimator.
bayesian-methods model-selection expectation-maximization-algorithm mixture-model importance-sampling annealed-importance-sampling exoplanet-detection student-s-t-distribution
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Oct 12, 2023 - MATLAB
Rational kernel-based interpolation for complex-valued frequency response functions [arXiv:2307.13484]
model-selection dynamical-systems rational-approximation complex-valued-kernel-methods frequency-response-function
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Jul 3, 2024 - MATLAB
Code for: Exhaustive Exploitation of Nature-inspired Computation for Cancer Screening in an Ensemble Manner -- [IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB 24)]
clustering feature-selection model-selection ensemble-learning nature-inspired-algorithms grey-wolf-optimizer cancer-classification
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Jul 23, 2024 - MATLAB
Probabilistic ODE model structure inference using MCMC
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Apr 16, 2018 - MATLAB
an efficient gradient-based model selection algorithm for MLSSVR
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Apr 21, 2018 - MATLAB
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