machine-learning-engineering

Here are 51 public repositories matching this topic...

stas00 / ml-engineering

Machine Learning Engineering Open Book

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

Updated Feb 23, 2025
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 pipeline hacktoberfest machine-learning-engineering mlops kedro experiment-tracking

Updated Feb 25, 2025
Python

kelvins / awesome-mlops

Star

😎 A curated list of awesome MLOps tools

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

Updated Nov 29, 2024
Python

decodingml / llm-twin-course

Star

🤖 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 Dec 26, 2024
Python

kennethleungty / MLOps-Specialization-Notes

Star

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

Star

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 Jan 30, 2025
Python

decodingml / articles-code

Star

💻 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 Nov 29, 2024
Jupyter Notebook

radicalbit / radicalbit-ai-monitoring

Star

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 Feb 14, 2025
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 Feb 19, 2025
Rust

ironcladgeek / prAIce

Star

AI-Powered Financial Asset Forecasting: Predicts long-term US stock prices using AI. Integrates news sentiment, technical indicators, candlestick patterns, and fundamental analysis. Provides comprehensive insights for informed financial decision-making. Customizable data collection and analysis for investors and researchers.

python ml forecasting stock-price-prediction automl machine-learning-engineering mlops

Updated Feb 16, 2025
Python

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

Star

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

Star

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

andreizolotarev / MLOps

Star

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

Star

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

Star

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. 📊📈📉👨‍💻