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The Top 23 Sagemaker Open Source Projects

Open source projects categorized as Sagemaker
Categories > Sagemaker
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
Gluonts ⭐ 4,288
Probabilistic time series modeling in Python
dependent packages 16total releases 107most recent commit a day agopypi gluonts} Downloads
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
Deep Learning Containers ⭐ 881
AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.
most recent commit 3 months ago
Aws Genai Llm Chatbot ⭐ 674
A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, AI21, Cohere) using AWS CDK on AWS
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
Spotty ⭐ 491
Training deep learning models on AWS and GCP instances
dependent packages 2total releases 29most recent commit 6 months agopypi spotty} Downloads
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
Sagify ⭐ 422
LLMs and Machine Learning done easily
total releases 49most recent commit 3 months ago
Syne Tune ⭐ 342
Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.
most recent commit 4 months ago
Sagemaker Inference Toolkit ⭐ 336
Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
dependent packages 4total releases 48most recent commit 5 months agopypi sagemaker-inference} Downloads
Mlops Platforms ⭐ 308
Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...
most recent commit a year ago
Sagemaker Spark ⭐ 285
A Spark library for Amazon SageMaker.
total releases 36most recent commit 7 months ago
Renate ⭐ 263
Library for automatic retraining and continual learning
most recent commit 3 months ago
Sagemaker Tensorflow Training Toolkit ⭐ 253
Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https://github.com/aws/deep-learning-containers.
total releases 65most recent commit a year ago
Amazon Sagemaker Local Mode ⭐ 220
Amazon SageMaker Local Mode Examples
most recent commit 3 months ago
Realtime Fraud Detection With Gnn On Dgl ⭐ 191
An end-to-end blueprint architecture for real-time fraud detection(leveraging graph database Amazon Neptune) using Amazon SageMaker and Deep Graph Library (DGL) to construct a heterogeneous graph from tabular data and train a Graph Neural Network(GNN) model to detect fraudulent transactions in the IEEE-CIS dataset.
most recent commit 4 months ago
Sagemaker Pytorch Training Toolkit ⭐ 182
Toolkit for running PyTorch training scripts on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://github.com/aws/deep-learning-containers.
dependent packages 1total releases 30most recent commit 6 months agopypi sagemaker-pytorch-training} Downloads
Generative Ai Cdk Constructs ⭐ 175
AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.
most recent commit 3 months ago
Generative Ai Use Cases Jp ⭐ 174
Generative AI を活用したビジネスユースケースのデモンストレーション
most recent commit 3 months ago
Hello Aws Data Services ⭐ 171
AWS Data/MLServices sample code & notes for my LinkedIn Learning courses
most recent commit 3 months ago
Repo 2018 ⭐ 166
Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core
most recent commit 2 years ago
The 7 Most Depended On Sagemaker 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
Gluonts ⭐ 4,288
Probabilistic time series modeling in Python
dependent packages 16total releases 107latest release December 07, 2023most recent commit a day agopypi gluonts} Downloads
Amazon Sagemaker Operator For K8s ⭐ 148
Amazon SageMaker operator for Kubernetes
dependent packages 14total releases 19latest release September 16, 2022most recent commit 9 months ago
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
Spotty ⭐ 491
Training deep learning models on AWS and GCP instances
dependent packages 2total releases 29latest release May 19, 2022most recent commit 6 months agopypi spotty} Downloads
The 10 Latest Releases In Sagemaker Open Source Projects
Gluonts ⭐ 4,288
Probabilistic time series modeling in Python
dependent packages 16total releases 107latest release December 07, 2023most recent commit a day agopypi gluonts} 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
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
Sagemaker Controller ⭐ 33
ACK service controller for Amazon SageMaker
total releases 34latest release September 15, 2023most recent commit 3 months ago
Kedro Sagemaker ⭐ 8
Kedro Plugin to support running pipelines on AWS SageMaker.
total releases 6latest release January 02, 2023most recent commit a year ago
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