zenml · GitHub Topics

#大语言模型#ZenML 🙏: MLOps for Reliable AI: from Classical AI to Agents. https://zenml.io.

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 4.77 k

2 天前

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

332

1 年前

benitomartin / llm-observability-opik

LLM Evaluation and Observability System for Football Content

comet-ml cosine-similarity evaluation-metrics hallucination huggingface-transformers MongoDB openai pre-commit Python zenml

Python 20

1 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 20

3 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

4 个月前

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 16

4 个月前

Kyligence / zen-ml-toolkit

Kyligence Zen Metrics Language Toolkit

excel 监控 SQL tableau zenml

Java 8

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 7

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

2 年前

marwan37 / research-radar

End-to-end pipeline that identifies specialized research papers through automated classification, demonstrated with an LLMOps use case that includes data ingestion, model training, evaluation, and dep...

fine-tuning llmops mlops zenml

Python 4

3 个月前

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

loukmane-lok / iot-traffic-mlops

#计算机科学#A full MLOps workflow for predicting traffic volume using an XGBoost regression model. Built with ZenML, the pipeline includes steps for data ingestion, preprocessing, training, evaluation, and deploy...

Continuous Deployment (CD)Internet of things 机器学习 mlflow mlops xgboost zenml

Python 2

3 个月前

NevroHelios / Used-Car-Price-Prediction-endToEnd

#计算机科学#

机器学习 pipelines scikit-learn zenml

Jupyter Notebook 2

9 个月前

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

2 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

2 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

8 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

1 年前

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

10 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

6 个月前