machine-learning-engineering

#大语言模型#Machine Learning Engineering Open Book

PyTorch slurm large-language-models 大语言模型机器学习 scalability transformers machine-learning-engineering mlops 人工智能 inference training

Python 13.13 k

4 天前

kedro-org / kedro

#计算机科学#Kedro 是一个用于构建可重现、可维护和模块化的数据科学代码的Python框架。它借鉴了软件工程的理念并将其应用于机器学习

pipeline kedro Hacktoberfest mlops experiment-tracking Python 机器学习 machine-learning-engineering

Python 10.21 k

4 小时前

kelvins / awesome-mlops

#计算机科学#😎 A curated list of awesome MLOps tools

Awesome Lists 机器学习 machine-learning-engineering mle mlops 数据科学人工智能

Python 4.35 k

3 个月前

decodingml / llm-twin-course

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

Amazon Web Services bytewax comet-ml generative-ai large-language-models machine-learning-engineering ml-system-design mlops qdrant qwak course Docker Infrastructure as code llmops pulumi rag

Python 3.7 k

7 天前

kennethleungty / MLOps-Specialization-Notes

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

mlops machine-learning-engineering andrew-ng Coursera 机器学习 ml-engineering 深度学习 notes course 数据科学

359

2 年前

IFCA-Advanced-Computing / frouros

#计算机科学#Frouros: an open-source Python library for drift detection in machine learning systems.

concept-drift 机器学习 Python 统计 data-drift mlops machine-learning-engineering machine-learning-operations mle change-detection

Python 210

1 个月前

decodingml / articles-code

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

mlops 机器视觉 large-language-models machine-learning-engineering ml-system-design system-design

Jupyter Notebook 126

7 天前

radicalbit / radicalbit-ai-monitoring

#计算机科学#A comprehensive solution for monitoring your AI models in production

人工智能 ai-monitoring data-drift 数据科学机器学习 machine-learning-engineering 监控 observability ai-observability ml-observability llm-observability

Python 80

1 个月前

iesahin / xvc

#计算机科学#A robust (🐢) and fast (🐇) MLOps tool for managing data and pipelines in Rust (🦀)

command-line-tool data data-engineering data-pipelines 数据科学 DevOps 机器学习 machine-learning-engineering mlops Rust

Rust 46

22 天前

ironcladgeek / prAIce

AI-Powered Financial Asset Forecasting: Predicts long-term US stock prices using AI. Integrates news sentiment, technical indicators, candlestick patterns, and fundamental analysis. Provides comprehen...

automl forecasting machine-learning-engineering 机器学习 mlops Python stock-price-prediction

Python 35

24 天前

curiousily / Hackers-Guide-to-Deep-Learning

#计算机科学#Tutorials on how to engineer Machine Learning projects using Deep Neural Networks with PyTorch and Python

机器学习深度学习 neural-networks PyTorch machine-learning-engineering Python machine-learning-api machine-learning-deploy

Jupyter Notebook 29

4 年前

MemoonaTahira / MLZoomcamp2022

#计算机科学#My repo for the Machine Learning Engineering bootcamp 2022 by DataTalks.Club

bentoml 深度学习部署 Docker 机器学习 machine-learning-engineering Python aws-ec2 aws-fargate aws-lambda Kubernetes tflite

Jupyter Notebook 21

2 年前

Techn0logic / kubeflow-pipelines-standalone

#计算机科学#A Helm chart containing Kubeflow Pipelines as a standalone service.

mlops machine-learning-engineering kubeflow-pipelines workflow-engine 机器学习

2 年前

andreizolotarev / MLOps

#计算机科学#This repository contains examples of using various libraries/tools for MLOps.

mlops mle 机器学习 machine-learning-engineering 数据科学 Docker mlflow dvc luigi airflow Flask

Python 5

3 年前

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

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. 📊📈📉👨‍💻

communication creativity 数据可视化 exploratory-data-analysis jupyter-notebooks 机器学习 machine-learning-engineering model-interpretation 编程 Python seaborn synthesis feature-engineering statistical-analysis

Jupyter Notebook 3

3 年前