5 results found Sort:

MatthewReid854
reliability MatthewReid854
73
323
lgpl-3.0
20
Reliability engineering toolkit for Python - https://reliability.readthedocs.io/en/latest/
python modeling simulation statistics data-science weibull-analysis survival-analysis reliability-engineering maximum-likelihood-estimation
Created 2019-07-22
1,868 commits to master branch, last one 6 months ago
m-clark
models-by-example m-clark
16
67
unknown
3
By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.
pca rkhs lasso splines bayesian cox-model algorithms mixed-models zero-inflated neural-network gradient-descent machine-learning ridge-regression linear-regression gaussian-processes logistic-regression penalized-regression hamiltonian-monte-carlo expectation-maximization maximum-likelihood-estimation
Created 2020-11-01
95 commits to main branch, last one 3 years ago
jkirkby3
pymle jkirkby3
12
41
mit
2
Maximum Likelihood estimation and Simulation for Stochastic Differential Equations (Diffusions)
fit mle sde sdes python fitting brownian milstein diffusion estimation likelihood simulation statistics ait-sahalia monte-carlo mle-estimation maximum-likelihood maximum-likelihood-estimation stochastic-differential-equations
Created 2021-04-13
72 commits to master branch, last one about a year ago
viodotcom
ppca_rs viodotcom
2
34
mit
5
Python+Rust implementation of the Probabilistic Principal Component Analysis model
pca rust python data-science em-algorithm missing-data pca-analysis linear-algebra missing-values machine-learning maximum-likelihood dimensionality-reduction machine-learning-algorithms maximum-likelihood-estimation
Created 2022-11-24
89 commits to master branch, last one about a year ago
monty-se
PINstimation monty-se
6
30
gpl-3.0
2
A 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 (201...
clustering-analysis poisson-distribution information-asymmetry market-microstructure mixture-distributions hierarchical-clustering maximum-likelihood-estimation expectation-maximisation-algorithm
Created 2022-05-24
104 commits to master branch, last one about a month ago