Awesome Open Source

Programming Languages

Search results for python mlops

313 search results found

PyMilo: Python for ML I/O

Numerblox ⭐ 93

Solid Numerai pipelines

MLOps simplified. From ML Pipeline ⇨ Data Product without the hassle

Automlops ⭐ 92

Build MLOps Pipelines in Minutes

Metadata store for Production ML

Monai Deploy ⭐ 87

MONAI Deploy aims to become the de-facto standard for developing, packaging, testing, deploying and running medical AI applications in clinical production.

DagsHub client libraries

Dstoolkit Mlops Base ⭐ 86

Support ML teams to accelerate their model deployment to production leveraging Azure

Saturn accelerates the training of large-scale deep learning models with a novel joint optimization approach.

The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸

Ml Template Azure ⭐ 82

Template for getting started with automated ML Ops on Azure Machine Learning

Inferoxy ⭐ 80

Service for quick deploying and using dockerized Computer Vision models

Ai Privacy Toolkit ⭐ 79

A toolkit for tools and techniques related to the privacy and compliance of AI models.

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

Monai Deploy App Sdk ⭐ 74

MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.

Soorgeon ⭐ 73

Convert monolithic Jupyter notebooks 📙 into maintainable Ploomber pipelines. 📊

Fai Model ⭐ 71

FriendliAI Model Hub

Qgate Model ⭐ 70

The machine learning meta-model with synthetic data (useful for MLOps/feature store), part of the quality gateway concept.

Oomstore ⭐ 70

Lightweight and Fast Feature Store Powered by Go (and Rust).

Amazon Web Services Operator Interface

MLOps Python Library

Minimalistic ML-models auto deployment tool

Cinnamon ⭐ 66

CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system

Polyaxon Examples ⭐ 65

Code for tutorials and examples

Platform for a hybrid execution of ML workflows that transparently integrates local and remote runtimes

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.

Beneath is a serverless real-time data platform ⚡️

Truss Examples ⭐ 60

Examples of models deployable with Truss

A declarative KubeFlow Management Tool

Hypertune ⭐ 60

A library for performing hyperparameter optimization

Domino Research ⭐ 59

Projects developed by Domino's R&D team

Dstoolkit Mlops Databricks ⭐ 58

ML Ops Accelerator: Databricks & Azure Machine Learning Unification

Reproducible Data Science ⭐ 58

Tutorials on creating a reproducible and maintainable data science project

Mlops Templates ⭐ 57

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

Pipertool ⭐ 56

Platform for data science and machine learning prototyping. Developed by Tatradev.com

DataOps framework for Machine Learning projects.

Qgate Sln Mlrun ⭐ 53

The quality gate for testing MLRun/Iguazio solution.

Vetiver Python ⭐ 53

Version, share, deploy, and monitor models.

Aws Mlops Handson ⭐ 52

This repository provides a comprehensive ML infrastructure for CTR prediction, focusing on AWS services and offering practical learning experience for MLOps.

a Wide Shelf for AI and Data Science | Resources 🍔

Mnist Mlops Learning ⭐ 51

In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits

Quick Notes For Ml Ds ⭐ 49

It contains interview preparation notes provided by iNeuron, important links, MLOps resources

Build And Deploy Real Time Feature Pipeline ⭐ 45

Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.

Azure Databricks Mlops Mlflow ⭐ 44

Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.

MLOps template with examples for Data pipelines, ML workflow management, API development and Monitoring.

Cuttle Cli ⭐ 42

Cuttle automates the transformation of your Python notebook into deployment-ready projects (API, ML pipeline, or just a Python script)

Kedro Kubeflow ⭐ 42

Kedro Plugin to support running workflows on Kubeflow Pipelines

Sqlite Ml ⭐ 41

An SQLite extension for machine learning

Waterdip ⭐ 40

Open-source ML Observability Platform

Ml_exp_tracking_benchmark ⭐ 38

Evaluate wandb, tensorboard, neptune, mlflow, etc

Aimodelshare ⭐ 38

Mlops Template ⭐ 37

Easiest way to use AI models without coding (Web UI & API support)

A cloud-agnostic ML Platform that will enable Data Scientists to run multiple experiments, perform hyper parameter optimization, evaluate results and serve models (batch/realtime) while still maintaining a uniform development UX across cloud environments

Deploy and Monitor ML Model in Any Cloud

Python client for Kolena's machine learning testing platform

⭐ Serve ML models. Simple. Light. 🚀

A minimalistic and pluggable machine learning platform for Kubernetes.

Unified storage framework for the entire machine learning lifecycle

PyJaws: A Pythonic Way to Define Databricks Jobs and Workflows

Ab Testing In Ml ⭐ 34

Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.

niceML 🍦 is a Python-based MLOps framework designed to streamline the development and maintenance of machine learning projects, offering efficient and scalable pipelines using TensorFlow and Dagster.

Tiny configuration for Triton Inference Server

Modsysml ⭐ 32

Model management toolkit for continuous model improvement. Evaluate and compare LLM outputs, test quality, catch regressions and automate.

Fakefinder ⭐ 32

FakeFinder builds a modular framework for evaluating various deepfake detection models, offering a web application as well as API access for integration into existing workflows.

Mlops_wspycon2023 ⭐ 31

MLOps Workshop using Weights and Bias (Wandb) and Github Actions.

Data Machinelearning The Boring Way ⭐ 31

Build & Learn Data Engineering,Machine Learning over Kubernetes. No Shortcut approach.

Neptune Notebooks ⭐ 31

📚 Jupyter Notebooks extension for versioning, managing and sharing notebook checkpoints in your machine learning and data science projects.

Allainews_sources ⭐ 31

A list of online news & info sources in the AI/ML/Data Science space

Neptune Mlflow ⭐ 30

Neptune - MLflow integration 🧩 Experiment tracking with advanced UI, collaborative features, and user access management.

Kedro Azureml ⭐ 30

Kedro plugin to support running workflows on Microsoft Azure ML Pipelines

Mlops Python Package ⭐ 30

Kickstart your MLOps initiative with a flexible, robust, and productive Python package.

Kedro Airflow K8s ⭐ 29

Kedro Plugin to support running pipelines on Kubernetes using Airflow.

Model Validation Toolkit ⭐ 29

Model Validation Toolkit is a collection of tools to assist with validating machine learning models prior to deploying them to production and monitoring them after deployment to production.

Aml Deploy ⭐ 28

GitHub Action that allows you to deploy machine learning models in Azure Machine Learning.

Paradigm ⭐ 28

Hassle-free ML Pipelines on Kubernetes

Airflow Provider Datarobot ⭐ 28

DataRobot provider for Apache Airflow

Pooya Mohammadi ⭐ 27

This is Pooya Mohammadi, Open Source Enthusiast, AI Developer & Researcher

Racetrack ⭐ 27

An opinionated framework for deploying, managing, and serving application workloads

A framework for forecasting stock prices with emphasis on Machine Learning best practices.

Loopquest ⭐ 26

A Production Tool for Embodied AI

Sml Security ⭐ 26

MLOps Cookiecutter Template: A Base Project Structure for Secure Production ML Engineering

Distributed Inference ⭐ 26

A project to demonstrate an approach to designing cross-language and distributed pipeline in deep learning/machine learning domain, using WebRTC and Redis Streams.

Transformers Nlp Service ⭐ 26

Online Inference API for NLP Transformer models - summarization, text classification, sentiment analysis and more

Maternal Health Risk ⭐ 26

Maternal Health Risk prediction MLOps pipeline

Kedro Vertexai ⭐ 26

Kedro Plugin to support running workflows on GCP Vertex AI Pipelines

Automatically take good care of your preemptible TPUs

A tool to provision MLOps environments in Azure

Recommender ⭐ 25

Build a recommendation engine using Django & a Machine Learning technique called Collaborative Filtering.

Ai Product Dev Tips ⭐ 24

AIプロダクト開発のための Tips 集

Vevestax ⭐ 24

2 Lines of code to track ML experiments + EDA + check into Github

Cs329s Covid Prediction ⭐ 24

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

Mlops Template ⭐ 24

Generic repository template for small scale MLOps

Mlops Mara Sample Public ⭐ 23

Sample solution for MLOps Marathon 2023

Mlops Best Practices ⭐ 23

Practical guide to build end-to-end machine learning pipeline and deploy your model in production,

Sdk Python ⭐ 23

Python library for Modzy Machine Learning Operations (MLOps) Platform

End To End Automl Insurance ⭐ 23

An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell

Friendli Client ⭐ 23

Friendli: the fastest serving engine for generative AI such as LLMs

Full Stack On Prem Cv Mlops ⭐ 23

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

Cartpole Rl Remote ⭐ 22

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

Related Searches

Python Machine Learning (20,195)

Python Deep Learning (20,124)

Python Jupyter Notebook (17,055)

Python Dataset (14,792)

Python Docker (14,113)

Python Tensorflow (13,736)

Python Html (10,924)

Python Testing (9,479)

Python Natural Language Processing (9,064)

Python Artificial Intelligence (8,580)

101-200 of 313 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.