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Search results for docker mlops

47 search results found

Jina ⭐ 19,573

☁️ Build multimodal AI applications with cloud-native stack

Serve ⭐ 3,844

Serve, optimize and scale PyTorch models in production

🏕️ Reproducible development environment

Mlreef ⭐ 1,403

The collaboration workspace for Machine Learning

Hands On Llms ⭐ 1,393

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

Cresset ⭐ 690

Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.

Energy Forecasting ⭐ 663

🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

LLMs and Machine Learning done easily

Kubernetes Mlops ⭐ 284

MLOps tutorial using Python, Docker and Kubernetes.

Crane is a easy-to-use and beautiful desktop application helps you build manage your container images.

Docker Containers ⭐ 143

Docker images for fastai

Chassis turns machine learning models into portable container images that can run just about anywhere.

a simplified machine learning container platform that helps teams get started with an automated workflow

Amazon Web Services Operator Interface

Llmops Promptflow Template ⭐ 65

LLMOps with Prompt Flow is a "LLMOps template and guidance" to help you build LLM-infused apps using Prompt Flow. It offers a range of features including Centralized Code Hosting, Lifecycle Management, Variant and Hyperparameter Experimentation, A/B Deployment, reporting for all runs and experiments and so on.

Truss Examples ⭐ 60

Examples of models deployable with Truss

DataOps framework for Machine Learning projects.

Deploy and Monitor ML Model in Any Cloud

Serving Machine Learning Models ⭐ 33

This repository contains instructions, template source code and examples on how to serve/deploy machine learning models using various frameworks and applications such as Docker, Flask, FastAPI, BentoML, Streamlit, MLflow and even code on how to deploy your machine learning model as an android app.

Awesome Mlops ⭐ 30

All the available resources to master MLOPS from scratch

Cs329s Covid Prediction ⭐ 24

This repository is a work-in-progress ML production pipeline for detecting Covid-19 from cough sounds and clinical information.

Sdk Python ⭐ 23

Python library for Modzy Machine Learning Operations (MLOps) Platform

Full Stack On Prem Cv Mlops ⭐ 23

1 config, 1 command from Jupyter Notebook to serve Millions of users

Ml_in_production ⭐ 22

A set of demo of deploying a Machine Learning Model in production using various methods

Cartpole Rl Remote ⭐ 22

CartPole game by Reinforcement Learning, a journey from training to inference

Bodywork Ml Pipeline Project ⭐ 21

Deployment template for a continuous training pipeline.

Twingraph ⭐ 19

TwinGraph is a Python framework for distributed container orchestration using Kubernetes clusters, Docker Compose/Swarm or cloud resources on AWS (AWS Lambda, AWS Batch, Amazon EKS). Applications include high-throughput simulations, simulation-driven optimization, Digital Twins and machine learning.

Anil_ai_chat_llama_2 ⭐ 17

Anil AI is an innovative chat application that harnesses the robust capabilities of Generative AI, utilizing the advanced LLAMA 2 model for inference.

Mlops Lab Example Yelp ⭐ 16

MLOps Lab Example using PyTorch to predict Yelp Reviews

Kubeflow Installation On Windows 10 ⭐ 15

Kubeflow installation on windows 10/11

Clean, reproducible, boilerplate-free deep learning project template.

Production Grade Nifi & Nifi Registry. Deploy for VM (Virtual Machine) with Terraform + Ansible, Helm & Helmfile for Kubernetes (EKS)

Torchblaze ⭐ 10

A CLI-based python package that provides a suite of functionalities to perform end-to-end ML using PyTorch.

ShopME: An E2E fashion recommendation System

Public reusable components for Polyaxon

Predicting Fraud In Financial Payment Services ⭐ 7

Build and deploy a model that predicts whether a transaction is a fraud or not

Transform your prototype AI code into production-ready software.

Bodywork Serve Model Project ⭐ 7

Deployment template for serving a ML model as web-service with a REST API.

Media Recommendation Engine ⭐ 6

A Recommendation Engine API that can be used to recommend movies, music, games, manga, anime, comics, tv shows and books. Deployed using an AWS EC2 instance.

Yt Watch History ⭐ 6

Analyse your YouTube watch history using Data Science, ML and NLP.

Bodywork Batch Job Project ⭐ 6

Deployment template for batch-scoring a dataset with a pre-trained ML model.

Capstone 2023 22 ⭐ 6

세상의 소소한 문화행복 생활을 즐기다, 세소행

Kubernetes Operator Roiergasias ⭐ 5

'Roiergasias' kubernetes operator is meant to address a fundamental requirement of any data science / machine learning project running their pipelines on Kubernetes - which is to quickly provision a declarative data pipeline (on demand) for their various project needs using simple kubectl commands. Basically, implementing the concept of No Ops. The fundamental principle is to utilise best of docker, kubernetes and programming language features to run a workflow with minimal workflow definition s

Full Machine Learning Lifecycle using Airflow, MLflow, and AWS S3

Open source neural network versioning system that separates model management and training operations.

Mlprojects_uwseattle ⭐ 5

ML Projects and Experience in Industry and Academia.

Awesome Mlops Course Outline ⭐ 5

Awesome MLOps Course Outline

Bodywork Mlops Demo ⭐ 5

Demonstrating how Bodywork can be used to deploy a simulation of the lifecycle of a train-and-serve ML pipeline, responding to new data undergoing concept drift.

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