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awesome-mlops kelvins

579

4.2k

unknown

89

:sunglasses: A curated list of awesome MLOps tools

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

Created 2020-05-25

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

MLE-agent MLSysOps

54

1.2k

mit

11

🤖 MLE-Agent: Your intelligent companion for seamless AI engineering and research. 🔍 Integrate with arxiv and paper with code to provide better code/research plans 🧰 OpenAI, Anthropic, Ollama, etc s...

ai ml llm mle agent mlops

Created 2024-04-16

665 commits to main branch, last one 28 days ago

frouros IFCA-Advanced-Computing

15

200

bsd-3-clause

5

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

1,008 commits to main branch, last one about a month ago

dirichlet ericsuh

25

113

mit

7

Dirichlet MLE python library

mle python dirichlet

Created 2012-07-05

31 commits to master branch, last one 4 years ago

Machine-learning-interview LongxingTan

1

61

unknown

2

算法工程师、机器学习工程师、软件工程师、数据科学家-实践与面试指南 | Interview guide for MLE, SDE, DS

mle leetcode interview algorithms ai-engineer deep-learning mle-interview system-design machine-learning ml-systems-design behavior-questions interview-practice software-engineering software-engineer-interview

Created 2022-10-10

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

pymle jkirkby3

13

45

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