bayesian-information-criterion

There are 1 repository under bayesian-information-criterion topic.

sumanth-bmsce / Unsupervised_Extreme_Learning_Machine
Unsupervised Extreme Learning Machine(ELM) is a non-iterative algorithm used for feature extraction. This method is applied on the IRIS Dataset for non-linear feature extraction and clustering using k-means, Self Organizing Maps(Kohonen Network) and EM Algorithm
bayesian-information-criterion extreme-learning-machine kmeans-clustering neural-network unsupervised-machine-learning
Language:Python 18
polyactis / Accucopy
Accucopy is a computational method that infers Allele-Specific Copy Number alterations from low-coverage low-purity tumor sequencing data.
copy-number cancer-genomics somatic-variants gaussian-mixture-models expectation-maximization maximum-likelihood-estimation bayesian-information-criterion auto-correlation
Language:C++ 15
ltfschoen / AIND-Recognizer
Term 1 Project 3 Design a Sign Language Recognition System by Luke Schoen for Udacity Artificial Intelligence Nanodegree (AIND)
python36 artificial-intelligence algorithms jupyter-notebook probabilistic-models sign-language-recognition-system hidden-markov-models pandas-dataframes feature-selection model-selection model-training baum-welch cross-platform bayesian-information-criterion discriminative-criterion natural-language-processing n-grams
Language:Jupyter Notebook 12
Pongpisit-Thanasutives / UBIC
Uncertainty-penalized Bayesian information criterion (UBIC) for PDE Discovery
bayesian-information-criterion model-discovery model-selection partial-differential-equations physics-informed-learning system-identification uncertainty-quantification information-criterion
Language:Jupyter Notebook 6
akanshu22 / Bayesian-Structure-Learning-from-Multiparameter-Single-Cell-Dataset
bayesian-inference bayesian-network structured-learning bayesian-information-criterion hill-climbing-search pgm-network machine-learning iiit-delhi
Language:Jupyter Notebook 1
anthonyli01 / Regression-Model-for-Car-Prices
University Project: using linear regression models to predict secondary market car prices based on a series of features. We will apply variable selection techniques and optimisation in attempt to build the best predictive model.
adjusted-r-squared akaike-information-criterion bayesian-information-criterion machine-learning optimisation regression-models regularization
0
daiki-ko / GMM-WBIC_with_PyMC
PyMC source program to determine the number of clusters in multi-dimensional data by WBIC.
bayesian-information-criterion gmm gmm-clustering mcmc pymc wbic
Language:Jupyter Notebook 0
devosmitachatterjee2018 / Financial_Time_Series
The project involves the analysis and forecasting of time series on financial data.
timeseries-analysis timeseries-forecasting autocorrelation-function autoregressive moving-average arma-model garch-model akaike-information-criterion bayesian-information-criterion
Language:R 0
Pongpisit-Thanasutives / PDE-FIND
PDE discovery using UBIC (uncertainty-penalized Bayesian information criterion)
bayesian-information-criterion model-discovery model-selection partial-differential-equations physics-informed-learning system-identification uncertainty-quantification information-criterion
Language:Gnuplot 0
Pongpisit-Thanasutives / UBIC-play
Uncertainty-penalized Bayesian information criterion (UBIC) for PDE Discovery
bayesian-information-criterion model-discovery model-selection partial-differential-equations physics-informed-learning system-identification uncertainty-quantification information-criterion
Language:Jupyter Notebook 0
overtane / udacity-aind-p4
Sign Language Recognizer
bayesian-information-criterion cross-validation discriminative-criterion folding hidden-markov-model hmmlearn python-3
Language:Jupyter Notebook
Pongpisit-Thanasutives / UBIC-test
Uncertainty-penalized Bayesian information criterion (UBIC) for PDE Discovery
bayesian-information-criterion model-discovery model-selection partial-differential-equations physics-informed-learning system-identification uncertainty-quantification information-criterion
Language:Jupyter Notebook