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The Top 23 Docker Machine Learning Open Source Projects

Open source projects categorized as Docker Machine Learning
Categories > Virtualization > Docker
Categories > Machine Learning > Machine Learning
Spark Mllib Twitter Sentiment Analysis ⭐ 103
🌟 ✨ Analyze and visualize Twitter Sentiment on a world map using Spark MLlib
most recent commit 7 years ago
Jetson ⭐ 103
Helmut Hoffer von Ankershoffen experimenting with arm64 based NVIDIA Jetson (Nano and AGX Xavier) edge devices running Kubernetes (K8s) for machine learning (ML) including Jupyter Notebooks, TensorFlow Training and TensorFlow Serving using CUDA for smart IoT.
most recent commit 4 years ago
Mlwithtensorflow2ed ⭐ 101
Code for Machine Learning with TensorFlow: 2nd Edition Published by Manning Publications
most recent commit 2 years ago
Katana ⭐ 99
Katana project is a FastAPI template for ASAP 🚀 ML API deployment
most recent commit a year ago
Sci Pype ⭐ 96
A Machine Learning API with native redis caching and export + import using S3. Analyze entire datasets using an API for building, training, testing, analyzing, extracting, importing, and archiving. This repository can run from a docker container or from the repository.
most recent commit 4 years ago
Incremental_training ⭐ 96
Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'
most recent commit 2 years ago
Torchlambda ⭐ 94
Lightweight tool to deploy PyTorch models to AWS Lambda
most recent commit 2 years ago
Hiitpi ⭐ 92
A workout trainer Dash/Flask app that helps track your HIIT workouts by analyzing real-time video streaming from your sweet Pi using machine learning and Edge TPU..
most recent commit 3 years ago
Pyanomaly ⭐ 92
Useful Toolbox for Anomaly Detection
most recent commit 3 years ago
Fastdeploy ⭐ 90
Deploy DL/ ML inference pipelines with minimal extra code.
total releases 56most recent commit 4 months ago
Aws Lambda Docker Serverless Inference ⭐ 88
Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.
most recent commit 4 months ago
Tensorflow Serving Example ⭐ 86
Examples to server tensorflow models with tensorflow serving
most recent commit 5 years ago
Blockerized Dockchain ⭐ 85
Because all problems are solvable with containers and blockchains
most recent commit 2 years ago
Ml Skeleton Py ⭐ 84
A best-practices first project template that allows you to get started on a new machine learning project.
most recent commit 3 years ago
Catlearn ⭐ 82
A machine learning environment for atomic-scale modeling in surface science and catalysis.
dependent packages 1total releases 27most recent commit a year agopypi CatLearn} Downloads
Margaret ⭐ 81
👩‍🚀 A publishing platform. An open-source alternative to Medium.
most recent commit 4 years ago
Riskindroid ⭐ 80
A tool for quantitative risk analysis of Android applications based on machine learning techniques
most recent commit 5 months ago
Docker Alpine Python Machinelearning ⭐ 78
Small Docker image with Python Machine Learning tools (~180MB) https://hub.docker.com/r/frolvlad/alpine-python-ma
most recent commit 5 months ago
Mlflow Easyauth ⭐ 77
Deploy MLflow with HTTP basic authentication using Docker
most recent commit a year ago
Dama ⭐ 75
a simplified machine learning container platform that helps teams get started with an automated workflow
most recent commit 2 years ago
Chassis ⭐ 75
Chassis turns machine learning models into portable container images that can run just about anywhere.
most recent commit 4 months ago
Generator Mitosis ⭐ 75
A micro-service infrastructure generator based on Yeoman/Chatbot, Kubernetes/Docker Swarm, Traefik, Ansible, Jenkins, Spark, Hadoop, Kafka, etc.
dependent packages 2total releases 17most recent commit 3 years agonpm generator-mitosis} Downloads
Flask Angular Data Science ⭐ 74
Repository for a data science starter app using Flask, Angular and Docker. https://medium.com/@dvelsner/deploying-a-simple-ma
most recent commit 6 years ago
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