zenml · GitHub Topics

#大语言模型#ZenML 🙏: The bridge between ML and Ops. https://zenml.io.

翻译 - ZenML：通过可重现的管道将Zen带入您的ML

mlops 机器学习数据科学 production-ready devops-tools zenml pipelines metadata-tracking 深度学习 PyTorch Tensorflow 人工智能 automl Hacktoberfest workflow 大语言模型 llmops

Python 4.46 k

7 小时前

Pythondeveloper6 / Awesome-MLOPS

All the available resources to master MLOPS from scratch

aws-sagemaker azure-ml dvc Git kubeflow mlflow zenml automl pycaret bentoml Docker FastAPI mlops gradio shape Streamlit Django

290

10 个月前

MarinaWyss / are-you-a-cat

#计算机科学#An MLOps Project for the ZenML Month of MLOps Competition

深度学习机器学习 mlops zenml

HTML 18

2 年前

VishalKumar-S / Sales_Conversion_Optimization_MLOps_Project

#计算机科学#Sales Conversion Optimization MLOps: Boost revenue with AI-powered insights. Features H2O AutoML, ZenML pipelines, Neptune.ai tracking, data validation, drift analysis, CI/CD, Streamlit app, Docker, a...

持续集成 data-drift 数据科学 data-validation Docker Actions interpretability 机器学习 mlops predictive-modeling Python shap Streamlit zenml

HTML 17

1 年前

zenml-io / template-starter

#计算机科学#A template for a starter project for ZenML

cookiecutter 数据科学机器学习 mlops zenml

Python 13

3 个月前

Kyligence / zen-ml-toolkit

Kyligence Zen Metrics Language Toolkit

excel 监控 SQL tableau zenml

Java 7

2 年前

Pythondeveloper6 / Customer-Satisfaction-MLOPS

An end-to-end MLOps project covering everything from data ingestion to deployment using tools like ZenML, MLflow, streamlite and various MLOps libraries

mlflow zenml mlops

Python 6

1 年前

zenml-io / zenml-huggingface-sagemaker

#计算机科学#An example MLOps overview of ZenML pipelines from a Huggingface Model Repository to a deployed AWS Sagemaker Endpoint.

huggingface 机器学习 mlops sagemaker zenml

Python 5

1 年前

aliabbasjaffri / mnist-zenml-bentoml-pipeline

A pipeline built on ZenML for training digit MNIST dataset using Pytorch, experiment tracking using MLFlow and model deployment using BentoML

PyTorch pipeline mnist zenml bentoml mlflow

Python 2

3 年前

izam-mohammed / Customer-Satisfaction-MLOps

#计算机科学#A repository for Customer Satisfaction ML project 🚀. Using the power of Zenml, this repo ensures seamless integration of Machine Learning Operations.🤖

机器学习 mlops zenml

Python 2

1 年前

izam-mohammed / MLOps-Blueprints

My practices in mlops tools 🥵. Feel free to explore the various scripts and files ⚙️. I am just diving into the world of production-ready Machine Learning with streamlined workflows. 🤖

bentoml dvc 机器学习 mlflow mlops practices tfx zenml

Jupyter Notebook 2

1 年前

ravin-d-27 / MLOps_Project

#计算机科学#Production Level MLOps Project for Titanic Dataset

Docker 机器学习 mlflow mlops zenml

Python 1

1 年前

ForYourEyesOnlyyy / Sentiment_Analysis_for_Financial_News

#自然语言处理#Building, experimenting, and deploying a machine learning-based solution for sentiment analysis on financial news articles

bert-model Docker financial-analysis fintech sentiment-analysis zenml 自然语言处理

Jupyter Notebook 1

3 个月前

ayush9h / Flight-Delay-Prediction-System

Machine Learning End Semester Project

NumPy pandas-dataframe scikitlearn-machine-learning kaggle Python zenml

Jupyter Notebook 1

8 个月前

RanaSanga85 / Beginner-MLOps-Project-Brazilian-E-Commerce

This project uses the Brazilian E-Commerce Public Dataset by Olist to analyze customer behavior and sales trends. Utilizing ZenML, I implemented an MLOps workflow for data preprocessing, model trainin...

mlops Python zenml

Python 1

5 个月前

Ntchinda-Giscard / recomProject

#计算机科学#This repository contains a machine learning project focused on building a recommender system. The project is structured to facilitate the development, training, evaluation, and deployment of the recom...

bentoml 机器学习 mlflow mlops Python recommender-system zenml

Jupyter Notebook 1

1 个月前