7 results found Sort:

MatthewReid854
reliability MatthewReid854
80
344
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 12 months ago
dkanungo
Probabilistic-ML-for-finance-and-investing dkanungo
32
73
apache-2.0
5
Probabilistic Machine Learning for Finance and Investing: A Primer to Generative AI with Python
capm finance trading investing epistemology npv-analysis generative-ai portfolio-theory project-management probabilistic-models aleatoric-uncertainty epistemic-uncertainty monte-carlo-simulation hamiltonian-monte-carlo ontological-information markov-chain-monte-carlo ensemble-machine-learning probabilistic-programming uncertainty-quantification maximum-likelihood-estimation
Created 2023-08-14
54 commits to main branch, last one 11 months ago
m-clark
models-by-example m-clark
17
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
13
44
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
36
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
92 commits to master branch, last one 4 months ago
monty-se
PINstimation monty-se
6
35
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
117 commits to master branch, last one 2 months ago
AliAmini93
Data-Distribution-Finder AliAmini93
0
17
mit
1
Developed a Windows-based app for analyzing data distributions and identifying the best-fitted distribution using the Maximum Likelihood Estimation algorithm. The app features histogram analysis, erro...
gui pyqt5 app-development machine-learning maximum-likelihood-estimation
Created 2022-07-26
6 commits to main branch, last one about a year ago