machine-learning-engineering

Here are 79 public repositories matching this topic...

stas00 / ml-engineering

Machine Learning Engineering Open Book

training debugging machine-learning ai storage network scalability transformers slurm inference pytorch machine-learning-engineering gpus mlops large-language-models llm

Updated May 18, 2026
Python

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

python machine-learning data-pipelines hacktoberfest machine-learning-engineering mlops kedro agentic-workflow agentic-ai

Updated Jun 23, 2026
Python

kelvins / awesome-mlops

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😎 A curated list of awesome MLOps tools

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

Updated Apr 29, 2026
Python

decodingai-magazine / llm-twin-course

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🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

docker aws course infrastructure-as-code machine-learning-engineering comet-ml rag mlops pulumi qdrant large-language-models bytewax generative-ai qwak llmops ml-system-design superlinked

Updated Apr 20, 2026
Python

kennethleungty / MLOps-Specialization-Notes

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Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng

data-science machine-learning course deep-learning notes coursera andrew-ng machine-learning-engineering mlops ml-engineering deeplearningai machine-learning-ops ml-engineering-for-production

Updated May 17, 2023

IFCA-Advanced-Computing / frouros

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

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

Updated Apr 23, 2026
Python

decodingai-magazine / articles-code

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💻 Decoding ML articles hub: Hands-on articles with code on production-grade ML

computer-vision system-design machine-learning-engineering mlops large-language-models ml-system-design

Updated Mar 6, 2025
Jupyter Notebook

radicalbit / radicalbit-ai-monitoring

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A comprehensive solution for monitoring your AI models in production

data-science machine-learning ai monitoring artificial-intelligence observability machine-learning-engineering data-drift ai-monitoring ml-observability ai-observability llm-observability

Updated Jun 15, 2026
Python

iesahin / xvc

Sponsor

Star

A robust (🐢) and fast (🐇) MLOps tool for managing data and pipelines in Rust (🦀)

rust devops data-science data machine-learning data-engineering command-line-tool data-pipelines machine-learning-engineering mlops

Updated May 21, 2026
Rust

curiousily / Hackers-Guide-to-Deep-Learning

Sponsor

Star

Tutorials on how to engineer Machine Learning projects using Deep Neural Networks with PyTorch and Python

python machine-learning deep-learning pytorch neural-networks machine-learning-api machine-learning-engineering machine-learning-deploy

Updated Dec 2, 2020
Jupyter Notebook

MemoonaTahira / MLZoomcamp2022

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My repo for the Machine Learning Engineering bootcamp 2022 by DataTalks.Club

python docker kubernetes machine-learning deep-learning aws-lambda deployment aws-ec2 tensorflow-serving machine-learning-engineering aws-fargate tflite bentoml kserve

Updated Aug 8, 2023
Jupyter Notebook

Techn0logic / kubeflow-pipelines-standalone

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A Helm chart containing Kubeflow Pipelines as a standalone service.

machine-learning workflow-engine machine-learning-engineering mlops kubeflow-pipelines mlops-workflow

Updated May 1, 2023

alisulmanpro / Email-Spam-Detection-Classifier

Star

End-to-end Email Spam Detection system using Machine Learning and NLP, featuring TF-IDF, Logistic Regression, threshold optimization, and a FastAPI-based real-time inference API.

python nlp api natural-language-processing text-classification logistic-regression machine-learning-engineering model-deployment spam-detection-machine-learning tfidf-vectorizer fastapi ml-engineering

Updated Jan 28, 2026
Jupyter Notebook

prakharrathi25 / mlops-specialization-coursera

Star

Machine Learning for Production Specialization

python machine-learning production coursera hacktoberfest machine-learning-engineering mlops mooc-solutions

Updated Oct 3, 2022

clay-good / agent-replay

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agent-replay is a 100% local, SQLite-powered CLI tool for time-travel debugging AI agents that lets you replay execution traces, diff behavioral changes, fork runs to test fixes, and run AI-powered evaluations or safety guardrails to eliminate hallucinations and production failures.

cli typescript sqlite developer-tools regression-testing ai-agents machine-learning-engineering rag guardrails local-first trace-analysis ai-evaluation prompt-engineering hallucination-detection agentic-workflows

Updated Jun 2, 2026
TypeScript

andreizolotarev / MLOps

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This repository contains examples of using various libraries/tools for MLOps.

docker flask data-science machine-learning airflow luigi machine-learning-engineering mle dvc mlops mlflow redisai machinelearningengineering mlops-workshop

Updated Apr 22, 2022
Python

cedrickchee / baselines

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OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

reinforcement-learning deep-learning algorithms openai-gym policy policy-gradient machine-learning-engineering trpo proximal-policy-optimization ppo self-play dota2-bot openai-five

Updated Jun 20, 2018
Python

jcm-ai / BCG-Open-Access-Data-Science-Advanced-Analytics-Virtual-Experience-Program

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The tasks I was required to complete as a part of the BCG Open-Access Data Science & Advanced Analytics Virtual Experience Program are all contained in this repository. 📊📈📉👨‍💻

Updated Jun 2, 2025
Jupyter Notebook

Adeemy / end-to-end-ml

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End-to-end ML project for tabular data.

docker data-science machine-learning tabular-data hyperparameter-optimization machine-learning-engineering machine-learning-projects feature-store machine-learning-testing optuna mlops-template

Updated Jun 16, 2026
Jupyter Notebook

abrahamkoloboe27 / Fruits-Recognition-Gradio-App

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🍎 Fruits Classification App (Gradio) 🍌

python machine-learning computer-vision deep-learning tensorflow keras image-processing image-classification convolutional-neural-networks gradio machine-learning-engineering image-preprocessing mlops image-classfication gradio-interface gradio-python-app

Updated Oct 24, 2024
Python

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machine-learning-engineering

Here are 79 public repositories matching this topic...

stas00 / ml-engineering

kedro-org / kedro

kelvins / awesome-mlops

decodingai-magazine / llm-twin-course

kennethleungty / MLOps-Specialization-Notes

IFCA-Advanced-Computing / frouros

decodingai-magazine / articles-code

radicalbit / radicalbit-ai-monitoring

iesahin / xvc

curiousily / Hackers-Guide-to-Deep-Learning

MemoonaTahira / MLZoomcamp2022

Techn0logic / kubeflow-pipelines-standalone

alisulmanpro / Email-Spam-Detection-Classifier

prakharrathi25 / mlops-specialization-coursera

clay-good / agent-replay

andreizolotarev / MLOps

cedrickchee / baselines

jcm-ai / BCG-Open-Access-Data-Science-Advanced-Analytics-Virtual-Experience-Program

Adeemy / end-to-end-ml

abrahamkoloboe27 / Fruits-Recognition-Gradio-App

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