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The Top 23 Python Machine Learning Mlops Open Source Projects

Open source projects categorized as Python Machine Learning Mlops
Categories > Machine Learning > Machine Learning
Categories > Mlops
Reproducible Data Science ⭐ 58
Tutorials on creating a reproducible and maintainable data science project
most recent commit 2 years ago
Mlops Templates ⭐ 57
Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.
most recent commit a year ago
Pipertool ⭐ 56
Platform for data science and machine learning prototyping. Developed by Tatradev.com
total releases 4most recent commit 9 months ago
Noronha ⭐ 56
DataOps framework for Machine Learning projects.
total releases 9most recent commit a year ago
Qgate Sln Mlrun ⭐ 53
The quality gate for testing MLRun/Iguazio solution.
most recent commit 3 months ago
Shelf ⭐ 52
a Wide Shelf for AI and Data Science | Resources 🍔
most recent commit 10 months ago
Mnist Mlops Learning ⭐ 51
In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits
most recent commit 3 years ago
Quick Notes For Ml Ds ⭐ 49
It contains interview preparation notes provided by iNeuron, important links, MLOps resources
most recent commit 9 months ago
Build And Deploy Real Time Feature Pipeline ⭐ 45
Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.
most recent commit 10 months ago
Azure Databricks Mlops Mlflow ⭐ 44
Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.
most recent commit 2 years ago
Kedro Kubeflow ⭐ 42
Kedro Plugin to support running workflows on Kubeflow Pipelines
total releases 27most recent commit a year ago
Sqlite Ml ⭐ 41
An SQLite extension for machine learning
most recent commit 4 months ago
Waterdip ⭐ 40
Open-source ML Observability Platform
most recent commit a year ago
Aimodelshare ⭐ 38
total releases 19most recent commit 4 months ago
Ntcore ⭐ 37
Deploy and Monitor ML Model in Any Cloud
most recent commit a year ago
Kolena ⭐ 37
Python client for Kolena's machine learning testing platform
most recent commit 3 months ago
Ds2 ⭐ 37
Easiest way to use AI models without coding (Web UI & API support)
most recent commit a year ago
Stackn ⭐ 36
A minimalistic and pluggable machine learning platform for Kubernetes.
most recent commit 10 months ago
Space ⭐ 36
Unified storage framework for the entire machine learning lifecycle
most recent commit 3 months ago
Niceml ⭐ 33
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.
most recent commit 4 months ago
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.
most recent commit a year ago
Modsysml ⭐ 32
Model management toolkit for continuous model improvement. Evaluate and compare LLM outputs, test quality, catch regressions and automate.
total releases 11most recent commit 8 months ago
Neptune Notebooks ⭐ 31
📚 Jupyter Notebooks extension for versioning, managing and sharing notebook checkpoints in your machine learning and data science projects.
dependent packages 2total releases 17most recent commit 6 months agonpm neptune-notebooks} Downloads
Popular Machine Learning Categories
Deep Learning
Machine Learning
Pytorch
Tensorflow
Natural Language Processing
Neural Network
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Computer Vision
Convolutional Neural Networks
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