machine-learning-workflow

A curated list of awesome open source tools and commercial products that will help you train, deploy, monitor, version, scale, and secure your production machine learning on kubernetes 🚀

kubernetes workflow machine-learning deep-learning ml orchestration dataops operator machine-learning-pipelines model-management model-training machine-learning-workflow machine-learning-projects machine-learning-training mlops ml-pipeline model-monitoring machine-learning-operations ml-workbench

UpdatedApr 20, 2022

gaborvecsei /Machine-Learning-Inference-With-GitHub-Actions

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Star6

This repository demonstrated how you can use Github Actions to perform inference with your ML model

machine-learning sklearn inference iris-dataset machine-learning-workflow github-actions github-actions-docker

UpdatedJul 6, 2023
Jupyter Notebook

Amitha353 /Understanding-Machine-Learning-with-Python

Star3

Machine Learning with Python can be used to predict the likelihood of events based on data. Includes the steps to be followed which applying machine learning to the problem statement.

machine-learning naive-bayes supervised-learning logistic-regression decision-trees unsupervised-learning machine-learning-workflow

UpdatedMay 28, 2017
Jupyter Notebook

Md-Emon-Hasan /MLFlow-Basic-2.0

Star1

Framework for managing machine learning models using MLFlow, focusing on advanced model tracking, versioning, and experiment management.

model-management machine-learning-workflow mlops mlflow mlflow-tracking model-tracking model-integration

UpdatedSep 13, 2024
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data-science-workshops /machine-learning-workflow

Star1

Machine Learning Workflow

machine-learning machine-learning-algorithms machine-learning-workshop machine-learning-workflow

UpdatedOct 15, 2018
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Agile-Creative-Labs /automlpipeline

Star1

The automlpipeline by Agile Creative Labs is a comprehensive automated machine learning pipeline designed to streamline the entire ML workflow from data loading to model deployment.

python open-source data-science machine-learning deep-learning machine-learning-algorithms ml python3 artificial-intelligence machinelearning machine-learning-pipelines machine-learning-workflow ml-pipeline

UpdatedJun 24, 2025
Python

sagarsharma459 /AI-Flow

Star1

🤖 Automate workflows effortlessly with AI-Flow, a low-code platform that streamlines business processes and enhances team productivity.

visualization python machine-learning typescript ai time-series diagram forms tensorflow data-flow typescript-library workflow-automation keras-tensorflow integration-framework machine-learning-workflow laurence-moroney node-based-ui stable-diffusion

UpdatedFeb 19, 2026
TypeScript

popovicidaniela /MachineLearningWorkflow

Star0

Tutorial followed from the Understanding Machine Learning with Python pluralsight course by Jerry Kurata. Used the Machine Learning workflow to process and transform Pima Indian Diabetes data to create a prediction model that would predict which people are likely to develop diabetes with 70% or greater accuracy.

random-forest naive-bayes scikit-learn pandas logistic-regression supervised-machine-learning machine-learning-workflow

UpdatedSep 21, 2017
Jupyter Notebook

brandon-12 /awesome-production-machine-learning

Star0

🚀 Explore a curated list of essential open-source libraries for deploying, monitoring, and securing your machine learning projects in production.

data-mining awesome dataops operator machine-learning-pipelines model-management interpretability machine-learning-workflow privacy-preserving machine-learning-projects machine-learning-training ml-pipeline model-monitoring responsible-ai machine-learning-operations large-scale-machine-learning

UpdatedFeb 2, 2026

samiyaalizaidi /NN-ML-Homeworks

Star0

Homework solutions for CPE-4903: Neural Networks & Machine Learning at Kennesaw State University.

machine-learning numpy scikit-learn neural-networks machine-learning-workflow

UpdatedMay 24, 2024
Jupyter Notebook

paschalugwu /Developing-ML-Workflows-On-AWS

Star0

Developed an image classification model for Scones Unlimited to identify delivery vehicles (bicycles vs. motorcycles) to enhance routing and loading bay assignments, thereby optimizing operational efficiency.

lambda-functions image-classification step-functions model-training machine-learning-workflow aws-sagemaker model-monitoring etl-process api-endpoint data-staging

UpdatedJul 24, 2024
Jupyter Notebook

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machine-learning-workflow

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BlazingDB /blazingsql

flink-extended /ai-flow

bentoml /gallery

awesome-mlops /awesome-mlops-kubernetes

gaborvecsei /Machine-Learning-Inference-With-GitHub-Actions

Amitha353 /Understanding-Machine-Learning-with-Python

Md-Emon-Hasan /MLFlow-Basic-2.0

data-science-workshops /machine-learning-workflow

Agile-Creative-Labs /automlpipeline

sagarsharma459 /AI-Flow

popovicidaniela /MachineLearningWorkflow

brandon-12 /awesome-production-machine-learning

samiyaalizaidi /NN-ML-Homeworks

paschalugwu /Developing-ML-Workflows-On-AWS

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