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:sunglasses: A curated list of awesome MLOps tools

ai ml mle mlops awesome data-science machine-learning machine-learning-engineering

Created 2020-05-25

407 commits to main branch, last one about a month ago

13

172

bsd-3-clause

4

Frouros: an open-source Python library for drift detection in machine learning systems.

mle mlops python data-drift statistics concept-drift dataset-drift dataset-shift covariate-shift drift-detection change-detection machine-learning distribution-shift machine-learning-operations machine-learning-engineering

Created 2022-03-16

964 commits to main branch, last one about a month ago

24

111

mit

7

Dirichlet MLE python library

mle python dirichlet

Created 2012-07-05

31 commits to master branch, last one 4 years ago

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