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sagemaker

Here are 348 public repositories matching this topic...

aws / amazon-sagemaker-examples

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Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

training aws data-science machine-learning reinforcement-learning deep-learning examples jupyter-notebook inference sagemaker mlops

Updated Jul 29, 2021
Jupyter Notebook

spotty

spotty-cloud / spotty

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Training deep learning models on AWS and GCP instances

docker aws deep-learning gpu gcp google-cloud spot-instances sagemaker

Updated Apr 13, 2021
Python

Kenza-AI / sagify

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MLOps for AWS SageMaker. www.sagifyml.com

python cli aws data-science machine-learning deep-learning cntk tensorflow scikit-learn continuous-deployment keras pytorch machine-learning-production sagemaker machine-learning-deploy deep-learning-deploy deep-learning-production mlops continuous-training cd4ml

Updated Jun 12, 2021
Python

aws / deep-learning-containers

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Open

[feature-request] publish all images with historical tags to public ecr(https://gallery.ecr.aws/)

zxkane commented Feb 20, 2021

Checklist

I've prepended issue tag with type of change: [feature]
(If applicable) I've documented below the DLC image/dockerfile this relates to
(If applicable) I've documented the tests I've run on the DLC image
I'm using an existing DLC image listed here: https://docs.aws.amazon.com/deep-learning-containers/latest/devguide/deep-learning-containers-images.html
I

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enhancement request good first issue

Open

[bug] sqlite support is missing from compiled Python

aws / sagemaker-tensorflow-training-toolkit

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Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https://github.com/aws/deep-learning-containers.

docker aws tensorflow sagemaker

Updated Dec 17, 2020
Python

aws / sagemaker-spark

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A Spark library for Amazon SageMaker.

python aws machine-learning scala spark sagemaker amazon-sagemaker

Updated Apr 29, 2021
Scala

sagemaker-training-toolkit

aws / sagemaker-training-toolkit

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Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.

python training docker aws machine-learning deep-learning sagemaker

Updated Apr 27, 2021
Python

RubensZimbres / Repo-2018

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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

Updated Feb 3, 2021
Jupyter Notebook

aws / amazon-sagemaker-operator-for-k8s

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Amazon SageMaker operator for Kubernetes

golang aws kubernetes-operator sagemaker kubebuilder

Updated May 26, 2021
Go

sagemaker-inference-toolkit

aws / sagemaker-inference-toolkit

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Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.

python docker aws machine-learning deep-learning inference sagemaker

Updated Jul 9, 2021
Python

aws / sagemaker-pytorch-training-toolkit

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Toolkit for running PyTorch training scripts on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://github.com/aws/deep-learning-containers.

docker aws pytorch sagemaker

Updated Dec 11, 2020
Python

gudongfeng / 3d-DenseNet

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3D Dense Connected Convolutional Network (3D-DenseNet for action recognition)

recognition cnn densenet action sagemaker

Updated Nov 25, 2018
Python

Hello-AWS-Data-Services

lynnlangit / Hello-AWS-Data-Services

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Sample code for AWS data service and ML courses on LinkedIn Learning

emr aws athena aws-sdk dynamodb kinesis aws-cli redshift rds sagemaker

Updated May 20, 2021
Jupyter Notebook

panacloud / bootcamp-2021

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Become a Certified Unicorn Developer and Participant in the API Token Economy

python graphql rust aws serverless neptune artificial-intelligence internet-of-things quantum-computing aws-iot graph-databases cdk sagemaker graphdatabase greengrassv2

Updated Jul 27, 2021
TypeScript

awslabs / fraud-detection-using-machine-learning

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Setup end to end demo architecture for predicting fraud events with Machine Learning using Amazon SageMaker

machine-learning deep-learning xgboost fraud-detection sagemaker aws-sagemaker sagemaker-example

Updated Jun 9, 2021
Jupyter Notebook

awslabs / sagemaker-debugger

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Amazon SageMaker Debugger provides functionality to save tensors during training of machine learning jobs and analyze those tensors

debugging aws machine-learning deep-learning amazon sagemaker

Updated Jul 28, 2021
Python

t04glovern / aws-s3-cat-images

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Generating Cat images using StyleGAN

ai nn gan sagemaker stylegan stylegan-model

Updated Dec 13, 2019
HTML

zoph-io / instance-watcher

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Get notified for Instances mistakenly left running across all AWS regions for specific AWS Account

aws lambda monitoring ec2 serverless glue running redshift watcher rds instance sagemaker finops showback instance-watcher cost-awareness

Updated Jul 21, 2021
Python

awslabs / sagemaker-explaining-credit-decisions

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Amazon SageMaker Solution for explaining credit decisions.

machinelearning financial-analysis credit-scoring explainable-ai explainable-ml sagemaker loan-prediction-analysis shapley explainability aws-sagemaker

Updated Jun 2, 2021
Python

aws-samples / sagemaker-run-notebook

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Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events

aws cloudformation jupyter jupyterlab sagemaker jupyterlab-extension

Updated Jun 17, 2021
Python

darwaishx / Deep-Learning-With-Deep-Lens

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iot workshop deep-learning sagemaker deeplens

Updated Oct 8, 2018
Jupyter Notebook

aws / sagemaker-mxnet-training-toolkit

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Toolkit for running MXNet training scripts on SageMaker. Dockerfiles used for building SageMaker MXNet Containers are at https://github.com/aws/deep-learning-containers.

docker aws mxnet sagemaker

Updated Sep 14, 2020
Python

stelligent / sagemaker-pipeline

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Sagemaker pipeline for AWS Summit New York

devops machine-learning codepipeline sagemaker

Updated Jan 7, 2020
Python

Shivansh2407 / AWS-Machine-Learning-Foundations-Scholarship

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Udacity AWS ML Foundations Scholarship Course Walkthrough

python aws machine-learning udacity decomposer sagemaker deeplens deepracer

Updated Jul 24, 2021

apac-ml-tfc / sagemaker-workshop-101

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Hands-on demonstrations for data scientists exploring SageMaker

Updated Jun 8, 2021
Jupyter Notebook

aws-samples / amazon-sagemaker-local-mode

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Amazon SageMaker Local Mode Examples

tensorflow scikit-learn pytorch lightgbm pycharm prophet tensorflow-training catboost sagemaker amazon-sagemaker tensorflow2 huggingface prophet-model pytorch-training sagemaker-processing huggingface-transformers hdbscan-clustering-algorithm

Updated Jul 14, 2021
Python

aws-samples / aws-ai-ml-workshop-kr

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A collection of localized (Korean) AWS AI/ML workshop materials for hands-on labs.

aws machine-learning ai workshop deep-learning algorithms ml hands-on sagemaker

Updated Dec 16, 2020
Jupyter Notebook

aws / sagemaker-sparkml-serving-container

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This code is used to build & run a Docker container for performing predictions against a Spark ML Pipeline.

machine-learning spark pipeline sparkml inference serving sagemaker mleap inference-pipeline mleap-serialized-spark

Updated May 5, 2021
Java

aws-samples / sagemaker-studio-custom-image-samples

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This repository contains examples of Docker images that can be used as custom images for KernelGateway Apps in SageMaker Studio

aws sagemaker sagemaker-studio

Updated Jul 17, 2021

aws-samples / aws-lambda-docker-serverless-inference

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Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.

Updated Jul 28, 2021
Jupyter Notebook

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