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The Top 23 Machine Learning Amazon Web Services Open Source Projects

Open source projects categorized as Machine Learning Amazon Web Services
Categories > Cloud Computing > Amazon Web Services
Categories > Machine Learning > Machine Learning
Data Science Ipython Notebooks ⭐ 25,668
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
most recent commit 7 months ago
Awesome Kubernetes ⭐ 14,502
A curated list for awesome kubernetes sources 🚢🎉
most recent commit 3 months ago
Awesome Aws ⭐ 11,773
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.
total releases 1most recent commit 6 months ago
Amazon Sagemaker Examples ⭐ 9,221
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
most recent commit 3 months ago
Metaflow ⭐ 7,524
🚀 Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103most recent commit 17 days agopypi metaflow} Downloads
Image Super Resolution ⭐ 4,392
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
most recent commit 4 months ago
Gluonts ⭐ 4,288
Probabilistic time series modeling in Python
dependent packages 16total releases 107most recent commit 3 days agopypi gluonts} Downloads
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,436
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
most recent commit 10 months ago
Data Science Best Resources ⭐ 2,718
Carefully curated resource links for data science in one place
most recent commit 3 months ago
Sagemaker Python Sdk ⭐ 1,994
A library for training and deploying machine learning models on Amazon SageMaker
dependent packages 76total releases 554most recent commit 3 months agopypi sagemaker} Downloads
Image Quality Assessment ⭐ 1,937
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
most recent commit 4 months ago
Deepcamera ⭐ 1,506
Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more
most recent commit 8 months ago
Seldon Server ⭐ 1,420
Machine Learning Platform and Recommendation Engine built on Kubernetes
total releases 44most recent commit 4 years ago
Hopsworks ⭐ 1,041
Hopsworks - Data-Intensive AI platform with a Feature Store
total releases 1most recent commit 3 months ago
Dstack ⭐ 913
dstack is an open-source toolkit for running GPU workloads on any cloud. It works seamlessly with any cloud GPU providers. Discord: https://discord.gg/u8SmfwPpMd
dependent packages 1total releases 12most recent commit 3 months ago
Optscale ⭐ 854
MLOps and FinOps platform to run ML/AI experiments and regular cloud workloads with optimal performance and cost.
most recent commit 3 months ago
Runhouse ⭐ 667
Create and share production-quality backend apps and services anywhere. Unobtrusive, debuggable, PyTorch-like APIs for your world of infra.
most recent commit 3 months ago
Studio Lab Examples ⭐ 539
Example notebooks for working with SageMaker Studio Lab. Sign up for an account at the link below!
most recent commit 4 months ago
Machine_learning_and_deep_learning ⭐ 492
most recent commit 4 months ago
Redun ⭐ 464
Yet another redundant workflow engine
dependent packages 1total releases 18most recent commit 5 months agopypi redun} Downloads
Agile_data_code_2 ⭐ 435
Code for Agile Data Science 2.0, O'Reilly 2017, Second Edition
most recent commit a year ago
Sagemaker Training Toolkit ⭐ 430
Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
dependent packages 3total releases 74most recent commit 6 months agopypi sagemaker-training} Downloads
Everything Tech ⭐ 372
A collection of online resources to help you on your Tech journey.
most recent commit 2 years ago
The 10 Most Depended On Machine Learning Amazon Web Services Open Source Projects
Sagemaker Python Sdk ⭐ 1,994
A library for training and deploying machine learning models on Amazon SageMaker
dependent packages 76total releases 554latest release November 30, 2023most recent commit 3 months agopypi sagemaker} Downloads
Metaflow ⭐ 7,524
:rocket: Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103latest release December 04, 2023most recent commit 17 days agopypi metaflow} Downloads
Yolov5 Pip ⭐ 273
Packaged version of ultralytics/yolov5 + many extra features
dependent packages 23total releases 69latest release October 16, 2023most recent commit 6 months agopypi yolov5} Downloads
Gluonts ⭐ 4,288
Probabilistic time series modeling in Python
dependent packages 16total releases 107latest release December 07, 2023most recent commit 3 days agopypi gluonts} Downloads
Aws Sdk Perl ⭐ 167
A community AWS SDK for Perl Programmers
dependent packages 5total releases 44latest release July 14, 2021most recent commit 3 months ago
Omigo Data Analytics ⭐ 13
Data Analytics Library for Python
dependent packages 5total releases 29latest release September 15, 2023most recent commit 3 months agopypi omigo-core} Downloads
Mlops.net ⭐ 69
A machine learning model operations and management tool for ML.NET
dependent packages 4total releases 12latest release December 21, 2020most recent commit 2 years agonuget MLOps.NET} Downloads
Sagemaker Inference Toolkit ⭐ 336
Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
dependent packages 4total releases 48latest release October 25, 2023most recent commit 5 months agopypi sagemaker-inference} Downloads
Sagemaker Training Toolkit ⭐ 430
Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
dependent packages 3total releases 74latest release October 31, 2023most recent commit 6 months agopypi sagemaker-training} Downloads
The 10 Latest Releases In Machine Learning Amazon Web Services Open Source Projects
Gluonts ⭐ 4,288
Probabilistic time series modeling in Python
dependent packages 16total releases 107latest release December 07, 2023most recent commit 3 days agopypi gluonts} Downloads
Metaflow ⭐ 7,524
:rocket: Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103latest release December 04, 2023most recent commit 17 days agopypi metaflow} Downloads
Sagemaker Python Sdk ⭐ 1,994
A library for training and deploying machine learning models on Amazon SageMaker
dependent packages 76total releases 554latest release November 30, 2023most recent commit 3 months agopypi sagemaker} Downloads
Sageworks ⭐ 36
SageWorks: An easy to use Python API for creating and deploying SageMaker Models
total releases 60latest release November 29, 2023most recent commit 3 months ago
Yaetos ⭐ 32
Write data & AI pipelines in (SQL, Spark, Pandas) and deploy to the cloud, simplified
total releases 32latest release November 27, 2023most recent commit 3 months ago
Redun ⭐ 464
Yet another redundant workflow engine
dependent packages 1total releases 18latest release November 12, 2023most recent commit 5 months agopypi redun} Downloads
Sagemaker Rightline ⭐ 6
A Python package that eases validation of properties of a SageMaker Pipeline object.
total releases 14latest release November 02, 2023most recent commit 4 months ago
Sagemaker Training Toolkit ⭐ 430
Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
dependent packages 3total releases 74latest release October 31, 2023most recent commit 6 months agopypi sagemaker-training} Downloads
Sagemaker Inference Toolkit ⭐ 336
Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
dependent packages 4total releases 48latest release October 25, 2023most recent commit 5 months agopypi sagemaker-inference} Downloads
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