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awesome-mlops kelvins

588

4.3k

unknown

91

: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 2 months ago

MLE-agent MLSysOps

56

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 about a month ago

frouros IFCA-Advanced-Computing

15

207

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 2 months ago

dirichlet ericsuh

25

114

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

2

80

unknown

2

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

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

Created 2022-10-10

4 commits to main branch, last one 2 months ago

pymle jkirkby3

13

47

mit

1

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

73 commits to master branch, last one 20 days ago