9 skills found
cancerit / CaVEManSNV expectation maximisation based mutation calling algorithm aimed at detecting somatic mutations in paired (tumour/normal) cancer samples. Supports both bam and cram format via htslib
ajcr / Em ExplanationNotebooks explaining the intuition behind the Expectation Maximisation algorithm
monty-se / PINstimationA comprehensive bundle of utilities for the estimation of probability of informed trading models: original PIN in Easley and O'Hara (1992) and Easley et al. (1996); Multilayer PIN (MPIN) in Ersan (2016); Adjusted PIN (AdjPIN) in Duarte and Young (2009); and volume-synchronized PIN (VPIN) in Easley et al. (2011, 2012). Implementations of various estimation methods suggested in the literature are included. Additional compelling features comprise posterior probabilities, an implementation of an expectation-maximization (EM) algorithm, and PIN decomposition into layers, and into bad/good components. Versatile data simulation tools, and trade classification algorithms are among the supplementary utilities. The package provides fast, compact, and precise utilities to tackle the sophisticated, error-prone, and time-consuming estimation procedure of informed trading, and this solely using the raw trade-level data.
malthesr / WinsfsSite frequency spectrum estimation based on window expectation-maximisation algorithm
navreeetkaur / Bayesian Network LearningLearning Bayesian Network parameters using Expectation-Maximisation
StuartJEBaird / DiemDiagnostic index expectation maximisation (diem) algorithm implementations
iMiffy / EM Vanishing PointRe-implementation of the Expectation-Maximisation algorithm in locating vanishing points by Schindler & Dellaert (2004) in https://www.researchgate.net/publication/4082226_Atlanta_world_an_expectation_maximization_framework_for_simultaneous_low-level_edge_grouping_and_camera_calibration_in_complex_man-made_environments
matomatical / Gmm Em AlgorithmGaussian Mixture Model with Expectation Maximisation Algorithm and animation
effrosyni-papanastasiou / Constrained EmA constrained expectation-maximization algorithm for feasible graph inference.
