EthicalML/awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

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SE-ML/awesome-seml

A curated list of articles that cover the software engineering best practices for building machine learning applications.

Size: 248 KB - Last synced: 3 days ago - Pushed: about 2 months ago - Stars: 1,195 - Forks: 123

a-ngo/ml-ops

These are my personal notes regarding Machine Learning DevOps stuff

Language: Jupyter Notebook - Size: 18.8 MB - Last synced: 7 days ago - Pushed: 8 days ago - Stars: 0 - Forks: 0

sematic-ai/sematic

An open-source ML pipeline development platform

Language: Python - Size: 19.4 MB - Last synced: 10 days ago - Pushed: about 1 month ago - Stars: 947 - Forks: 55

chalk-ai/examples

Curated examples and patterns for using Chalk. Use these to build your feature pipelines.

Language: Python - Size: 748 KB - Last synced: 8 days ago - Pushed: 8 days ago - Stars: 5 - Forks: 1

gagan-iitb/ComputerSysDesign

Designing IT and ML Applications using Systems Thinking Approach at IIT Bhilai (CS559)

Size: 4 MB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 18 - Forks: 3

PrefectHQ/prefect

Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines

Language: Python - Size: 138 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 14,512 - Forks: 1,442

MGTheTrain/ml-ops-ftw 📦

Repository showcasing ML Ops practices with kubeflow and mlflow

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vortico/flama

Fire up your models with the flame 🔥

Language: Python - Size: 5.94 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 254 - Forks: 15

Azure-Samples/azure-databricks-mlops-mlflow

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

Language: Jupyter Notebook - Size: 3.2 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 76 - Forks: 49

jgvaraujo/ml-deployment-on-gcloud

A pipeline to CI/CD of a machine learning model on Google Cloud Run

Language: Python - Size: 2.32 MB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 31 - Forks: 6

nikofebrianur/French-Twitter-Sentiment-Analysis

This machine learning pipeline project aims to develop an ML model to identify customer sentiment from French-language tweets on social media.

Language: Jupyter Notebook - Size: 320 KB - Last synced: 2 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

guidelabs/infembed

Find the samples, in the test data, on which your (generative) model makes mistakes.

Language: Python - Size: 5.5 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 16 - Forks: 1

nikofebrianur/Bank-Customer-Churn-Prediction

This machine learning pipeline project aims to develop an ML model to identify bank customer churn.

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haddagart/awesome-ml-bookmarks

[Under construction] A list of interesting bookmarks, blogs, channels, papers, and anything that can be considered as a day to day reference for an AI, DS, ML, or DL practioner.

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aws-samples/amazon-sagemaker-pipeline-deploy-manage-100x-models-python-cdk

This GitHub repository showcases the implementation of a comprehensive end-to-end MLOps pipeline using Amazon SageMaker pipelines to deploy and manage 100x machine learning models. The pipeline covers data pre-processing, model training/re-training, hyperparameter tuning, data quality check,model quality check, model registry, and model deployment.

Language: Python - Size: 1.59 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

vortico/flama-demos

Examples showcasing Flama 🔥

Language: Python - Size: 677 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

mariagrandury/is-your-ml-model-trustworthy

Slides of my talk "Is Your ML Model Trustworthy?" at the MLOps World Conference on the 16th of June 2021.

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Ideas2IT/datascience-lab

Data Science Experiments Repository of Ideas2IT

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marwan116/supreme-task

A prefect extension that builds on top of the task decorator to reduce negative engineering!

Language: Python - Size: 64.5 KB - Last synced: 17 days ago - Pushed: 11 months ago - Stars: 5 - Forks: 0

hirokyammt/practical-data-science

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machine-learning-apps/actions-ml-cicd 📦

A Collection of GitHub Actions That Facilitate MLOps

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kayvane1/wandb-course

Demo usage of Weights & Biases for ML Ops

Language: Python - Size: 43.9 KB - Last synced: 8 months ago - Pushed: almost 2 years ago - Stars: 3 - Forks: 0

AdamPaternostro/Azure-Big-Data-and-Machine-Learning-Architecture

A ready to use architecture for processing data and performing machine learning in Azure

Language: C# - Size: 10.7 MB - Last synced: 25 days ago - Pushed: almost 4 years ago - Stars: 8 - Forks: 3

ziss11/heart-failure-detection

Dicoding Submission MLOps Heart Failure Detection using ML Pipeline, Heroku Deployment and Prometheus Monitoring

Language: Python - Size: 182 KB - Last synced: 9 months ago - Pushed: over 1 year ago - Stars: 5 - Forks: 0

VickyGuo0907/mlops-pipeline

Language: Python - Size: 827 KB - Last synced: 9 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

spoke-data/spoke

The universal data connector

Language: Svelte - Size: 3.94 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 3 - Forks: 0

Quantyca/content-qshare

Raccogliamo qui tutti i link alle risorse menzionate durante i nostri QShare

Size: 66.4 KB - Last synced: 10 months ago - Pushed: about 4 years ago - Stars: 2 - Forks: 2

NucleusEngineering/hack-your-pipe

Efficient streaming data ingestion, transformation & activation

Language: Python - Size: 3.01 MB - Last synced: 10 months ago - Pushed: about 1 year ago - Stars: 14 - Forks: 1

lfunderburk/fuel-electric-hybrid-vehicle-ml

Vehicle data classification (supervised, unsupervised learning)

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ml-starter-packs/microservice-workshop

interactive coding environment for microservices demo

Language: Dockerfile - Size: 25.4 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 1 - Forks: 1

theNewFlesh/flatiron

A library of computer vision models and a streamlined framework for training them.

Language: Python - Size: 16.3 MB - Last synced: 23 days ago - Pushed: 4 months ago - Stars: 2 - Forks: 0

gasparian/ml-serving-template

Serving large ml models independently and asynchronously via message queue and kv-storage for communication with other services [EXPERIMENT]

Language: Python - Size: 558 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 12 - Forks: 0

rafka-imandaputra/ORBIT-TSDN-2022

ORBIT SMKN 4 Bandung team repository for Turnamen Sains Data Nasional 2022 coordinated by Cybertrend Data Academy and Asosiasi Data Sains dan AI Indonesia with supported by several government agencies and universities in Indonesia.

Language: Jupyter Notebook - Size: 5.51 MB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

whylabs/whylogs_action

Repo for running Whylogs as part of a CI workflow using github actions.

Language: Python - Size: 188 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 4 - Forks: 2

jasmeetsb/airflow_ml_ops

Sample Airflow ML Pipelines

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