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143 search results found
Amazon Sagemaker Examples
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9,560
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
Gluonts
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4,288
Probabilistic time series modeling in Python
Sagemaker Python Sdk
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1,994
A library for training and deploying machine learning models on Amazon SageMaker
Deep Learning Containers
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881
AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.
Aws Genai Llm Chatbot
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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
Runhouse
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667
Create and share production-quality backend apps and services anywhere. Unobtrusive, debuggable, PyTorch-like APIs for your world of infra.
Studio Lab Examples
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539
Example notebooks for working with SageMaker Studio Lab. Sign up for an account at the link below!
Spotty
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491
Training deep learning models on AWS and GCP instances
Sagemaker Training Toolkit
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430
Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
Sagify
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422
LLMs and Machine Learning done easily
Syne Tune
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342
Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.
Sagemaker Inference Toolkit
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336
Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
Mlops Platforms
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308
Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...
Sagemaker Spark
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285
A Spark library for Amazon SageMaker.
Renate
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263
Library for automatic retraining and continual learning
Sagemaker Tensorflow Training Toolkit
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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.
Amazon Sagemaker Local Mode
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220
Amazon SageMaker Local Mode Examples
Realtime Fraud Detection With Gnn On Dgl
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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.
Sagemaker Pytorch Training Toolkit
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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.
Generative Ai Cdk Constructs
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175
AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.
Generative Ai Use Cases Jp
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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
Hello Aws Data Services
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171
AWS Data/MLServices sample code & notes for my LinkedIn Learning courses
Repo 2018
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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
Bootcamp 2021
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165
Become a Certified Unicorn Developer and Participant in the API Token Economy
Sagemaker Ssh Helper
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158
A helper library to connect into Amazon SageMaker with AWS Systems Manager and SSH (Secure Shell)
Sagemaker Debugger
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155
Amazon SageMaker Debugger provides functionality to save tensors during training of machine learning jobs and analyze those tensors
Post Modern Stack
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154
Joining the modern data stack with the modern ML stack
Amazon Sagemaker Operator For K8s
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148
Amazon SageMaker operator for Kubernetes
Aws Ai Ml Workshop Kr
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147
A collection of localized (Korean) AWS AI/ML workshop materials for hands-on labs.
Awesome Sagemaker
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135
A curated list of references for Amazon SageMaker
Sagemaker Run Notebook
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131
Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events
Aws Ml Jp
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120
SageMakerで機械学習モデルを構築、学習、デプロイする方法が学べるNotebookと教材集
3d Densenet
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113
3D Dense Connected Convolutional Network (3D-DenseNet for action recognition)
Sagemaker Xgboost Container
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109
This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use their own XGBoost scripts in SageMaker.
Datajob
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99
Build and deploy a serverless data pipeline on AWS with no effort.
Fraud Detection Using Machine Learning
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98
Setup end to end demo architecture for predicting fraud events with Machine Learning using Amazon SageMaker
Sagemaker Studio Custom Image Samples
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91
This repository contains examples of Docker images that can be used as custom images for KernelGateway Apps in SageMaker Studio
Aws Lambda Docker Serverless Inference
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88
Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.
Sagemaker Explaining Credit Decisions
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87
Amazon SageMaker Solution for explaining credit decisions.
Amazon Sagemaker Mlops Workshop
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74
MLOps workshop with Amazon SageMaker
Sagemaker 101 Workshop
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67
Hands-on demonstrations for data scientists exploring Amazon SageMaker
Deep Learning With Deep Lens
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63
Sagemaker Mxnet Training Toolkit
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60
Toolkit for running MXNet training scripts on SageMaker. Dockerfiles used for building SageMaker MXNet Containers are at https://github.com/aws/deep-learning-containers.
Sagemaker Distribution
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59
A set of Docker images that include popular frameworks for machine learning, data science and visualization.
Domino Research
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59
Projects developed by Domino's R&D team
Clip Container
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58
A containerized REST API around OpenAI's CLIP model.
Towards Agi
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55
A collection of personally developed projects contributing towards the advancement of Artificial General Intelligence(AGI)
Aws Machine Learning Foundations Scholarship
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53
Udacity AWS ML Foundations Scholarship Course Walkthrough
Sagemaker Sparkml Serving Container
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46
This code is used to build & run a Docker container for performing predictions against a Spark ML Pipeline.
Amazon Sagemaker Drift Detection
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45
This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection
Sagemaker Pipeline
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44
Sagemaker pipeline for AWS Summit New York
Aws S3 Cat Images
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44
Generating Cat images using StyleGAN
Ai Makerspace
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43
AI Makerspace: Blueprints for developing machine learning applications with state-of-the-art technologies.
Generative Ai On Aws Immersion Day
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40
Generative AI on AWS Immersion Day
Amazon Sagemaker Edge Defect Detection Computer Vision
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40
Workshop showcasing how to run defect detection using computer vision at the edge with Amazon SageMaker
Amazon Sagemaker Codeserver
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38
Hosting code-server on Amazon SageMaker
Amazon Sagemaker Model Serving Using Aws Cdk
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38
This repository provides AI/ML service(MachineLearning model serving) modernization solution using Amazon SageMaker, AWS CDK, and AWS Serverless services.
Aws For Bioinformatics
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38
AWS for Bioinformatics Researchers
Aws Is How
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37
Know How Guide and Hands on Guide for AWS
Sagemaker Controller
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33
ACK service controller for Amazon SageMaker
Managed_ml_systems_and_iot
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32
Managed Machine Learning Systems and Internet of Things Live Lesson
Map Floodwater Satellite Imagery
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31
This repository focuses on training semantic segmentation models to predict the presence of floodwater for disaster prevention. Models were trained using SageMaker and Colab.
Awesome Aws Research
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30
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources for Academic Researchers new to AWS
Ml Edge Getting Started
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29
Sagemaker Studio For Teams
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28
Tools and IAC to setup SageMaker Studio for team collaboration.
Sagemaker Defect Detection
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28
Detect Defects in Products from their Images using Amazon SageMaker
Musinsaigo
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26
Using SageMaker and LoRA to fine-tune the Stable Diffusion model and generate fashion images
Py Dreambooth
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24
Easily create your own AI avatar images!
Aws Mlflow Sagemaker Cdk
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24
MLflow on AWS Fargate integrated with Amazon SageMaker.
Neo4j Generative Ai Aws
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24
Demonstration application showing how Neo4j works with Amazon Bedrock
Syntheticsun
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23
SyntheticSun is a defense-in-depth security automation and monitoring framework which utilizes threat intelligence, machine learning, managed AWS security services and, serverless technologies to continuously prevent, detect and respond to threats.
Lensa For All
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22
Using SageMaker and Dreambooth to fine-tune the Stable Diffusion model and make Lensa.ai style avatars
Awskrusergroup
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20
AWS SageMaker를 이용한 MLOps와 LLMOps
Sagemaker End To End Workshop
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20
Hands-on end-to-end workshop to explore Amazon SageMaker.
Sagemaker Studio Mlflow Integration
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19
Aws Customer Churn Pipeline
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19
An End to End Customer Churn Prediction solution using AWS services.
Amazon Sagemaker Visual Search
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18
This repository is part of a blog post that guides users through creating a visual search application using Amazon SageMaker and Amazon Elasticsearch service
Ai_book
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17
AI book for everyone
Genai Ko Llm
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16
This hands-on lab walks you through a step-by-step approach to efficiently serving and fine-tuning large-scale Korean models on AWS infrastructure.
Sagemaker Chainer Container
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16
Docker container for running Chainer scripts to train and host Chainer models on SageMaker
Sagemaker Studio Image Build Cli
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15
CLI for building Docker images in SageMaker Studio using AWS CodeBuild.
Deploymachinelearningmodels
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15
This Repo Contains Deployment of Machine Learning Models on various cloud services like Azure, Heroku, AWS,GCP etc
Generative Ai Cdk Constructs Samples
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15
This repo provides sample generative AI stacks built atop the AWS Generative AI CDK Constructs.
Sfguide Recommender Pipeline
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14
Snowflake Guide: Building a Recommendation Engine Using Snowflake & Amazon SageMaker
Amazon Sagemaker Built In Algorithms Mlops Pipeline Using Aws Cdk
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14
MLOps Pipeline Using SageMaker & CDK, where models are from SageMaker built-in algorithms.
Time Series Forecasting
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14
Consulting Project with Manifold.co: Modeling System Resource Usage for Predictive Scheduling
Sm Kornlp
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13
A collection of Korean NLP hands-on labs on Amazon SageMaker
Mlops Multi Account Terraform
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13
Secure and scalable MLOps platform on AWS using Terraform.
Generative Ai Demo Using Amazon Sagemaker Jumpstart Kr
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12
This project shows the demos about how to generate stable diffusion images using AWS SageMaker Jumpstat.
Reinvent2020 Aim404 Productionize R Using Amazon Sagemaker
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11
Customers using R can run simulation and machine learning securely and at scale with Amazon SageMaker while also reducing the cost of development by using the fully elastic resources in the cloud. In this demo, learn how to build, train, and deploy statistical and ML models in R at scale using Amazon SageMaker from your IDE.
Sd Webui Sagemaker
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11
stable-diffusion-webui on SageMaker
Aws Llm Sagemaker
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11
SageMaker Ployglot based RAG opensearch
Udacity Nanodegree Projects
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11
Udacity nanodegree projects: DLND, DRLND, DAND
Amazon Sagemaker Managed Spot Training
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10
Amazon SageMaker Managed Spot Training Examples
Demo Rosa Sagemaker
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10
How to use ROSA with AWS sagemaker
Sagemaker Jumpstart Generative Ai Examples
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10
Unlocking Creativity: Generative AI with SageMaker Jumpstart
Sagemaker Amplify Activity Tracker Workshop
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10
This project deploys a mobile web app, that uses a machine learning model you train, to detect activities you're doing.
Sm Distributed Training Step By Step
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9
This repository provides hands-on labs on PyTorch-based Distributed Training and SageMaker Distributed Training. It is written to make it easy for beginners to get started, and guides you through step-by-step modifications to the code based on the most basic BERT use cases.
Hands On Lab Neo4j And Bedrock
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9
Hands on lab for Neo4j and Amazon Bedrock
Terraform Aws Sagemaker
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8
Terraform Module: Amazon SageMaker
1-100 of 143 search results
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