sagemaker

There are 16 repositories under sagemaker topic.

aws / amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
aws data-science deep-learning examples inference jupyter-notebook machine-learning mlops reinforcement-learning sagemaker training
Language:Jupyter Notebook 9831
gluonts
awslabs / gluonts
Probabilistic time series modeling in Python
time-series deep-learning forecasting neural-networks machine-learning time-series-prediction time-series-forecasting mxnet pytorch aws sagemaker timeseries artificial-intelligence data-science torch
Language:Python 4462
aws / sagemaker-python-sdk
A library for training and deploying machine learning models on Amazon SageMaker
aws huggingface machine-learning mxnet python pytorch sagemaker tensorflow
Language:Python 2068
aws-genai-llm-chatbot
aws-samples / aws-genai-llm-chatbot
A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere, Mistral) using AWS CDK on AWS
cdk chatbot genai huggingface llm sagemaker semantic-search vectordb aurora pgvector bedrock kendra opensearch aws amazon-bedrock langchain opensearch-serverless idefics claude
Language:TypeScript 984
aws / deep-learning-containers
AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.
aws docker mxnet pytorch sagemaker tensorflow tensorflow2
Language:Python 963
run-house / runhouse
Like PyTorch for ML infra. Iterable, debuggable, multi-cloud, 100% reproducible across research and production.
api artificial-intelligence aws azure collaboration data-science deployment distributed fastapi gcp infrastructure machine-learning middleware observability python pytorch ray sagemaker serverless
Language:Python 945
aws / studio-lab-examples
Example notebooks for working with SageMaker Studio Lab. Sign up for an account at the link below!
amazon-sagemaker-lab aws deep-learning deploy huggingface inference machine-learning sagemaker sagemaker-studio-lab training
Language:Jupyter Notebook 613
aws-samples / generative-ai-use-cases-jp
すぐに業務活用できるビジネスユースケース集付きの安全な生成AIアプリ実装
aws bedrock generative-ai chatbot image-generation llm rag sagemaker lambda react typescript claude llama2 mistral claude3 command-r llama3
Language:TypeScript 535
spotty
spotty-cloud / spotty
Training deep learning models on AWS and GCP instances
aws deep-learning docker gcp google-cloud gpu sagemaker spot-instances
Language:Python 492
sagemaker-training-toolkit
aws / sagemaker-training-toolkit
Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
aws deep-learning docker machine-learning python sagemaker training
Language:Python 478
Kenza-AI / sagify
LLMs and Machine Learning done easily
ai-gateway anthropic cohere generative-ai langchain langchain-python large-language-model large-language-models llm llm-inference llmops open-source-llm openai sagemaker
Language:Python 432
mlops-platforms
thoughtworks / mlops-platforms
Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...
mlops kubeflow mlflow sagemaker dataiku databricks h2oai azureml google-ai-platform knime machine-learning data-science datarobot pachyderm seldon iguazio
378
syne-tune / syne-tune
Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.
hyperparameter-optimization machine-learning multi-objective-optimization hyperparameter-tuning bayesian-optimization sagemaker neural-architecture-search
Language:Python 376
sagemaker-inference-toolkit
aws / sagemaker-inference-toolkit
Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
aws sagemaker inference docker python machine-learning deep-learning
Language:Python 372
generative-ai-cdk-constructs
awslabs / generative-ai-cdk-constructs
AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.
agent amazon-bedrock appsync aws aws-cdk content-generation generative-ai huggingface knowledge-base langchain llm opensearch question-answering-system retrieval-augmented-generation sagemaker step-functions summarization
Language:TypeScript 308
aws / sagemaker-spark
A Spark library for Amazon SageMaker.
aws machine-learning spark amazon-sagemaker scala python sagemaker
Language:Scala 297
awslabs / fraud-detection-using-machine-learning
Setup end to end demo architecture for predicting fraud events with Machine Learning using Amazon SageMaker
fraud-detection sagemaker aws-sagemaker sagemaker-example machine-learning deep-learning xgboost
Language:Jupyter Notebook 278
awslabs / Renate
Library for automatic retraining and continual learning
aws continual-learning machine-learning machine-learning-algorithms neural neural-network pytorch pytorch-lightning sagemaker hyperparameter-tuning hyperparameters-optimization
Language:Python 275
aws / sagemaker-tensorflow-training-toolkit
Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https://github.com/aws/deep-learning-containers.
aws docker sagemaker tensorflow
Language:Python 270
aws-samples / amazon-sagemaker-local-mode
Amazon SageMaker Local Mode Examples
sagemaker amazon-sagemaker pytorch catboost lightgbm pycharm tensorflow-training pytorch-training sagemaker-processing prophet scikit-learn prophet-model hdbscan-clustering-algorithm huggingface huggingface-transformers machine-learning delta-lake gensim-word2vec dask tensorflow
Language:Python 236
aws-samples / aws-ai-ml-workshop-kr
A collection of localized (Korean) AWS AI/ML workshop materials for hands-on labs.
aws sagemaker ai ml workshop hands-on algorithms deep-learning machine-learning
Language:Jupyter Notebook 213
awslabs / realtime-fraud-detection-with-gnn-on-dgl
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.
aws-cdk gnn dgl fraud-detection aws sagemaker neptune graph-database documentdb appsync amplify-js
Language:TypeScript 206
aws-samples / sagemaker-ssh-helper
A helper library to connect into Amazon SageMaker with AWS Systems Manager and SSH (Secure Shell)
amazon-sagemaker aws aws-systems-manager machine-learning pycharm sagemaker sagemaker-studio ssh vscode
Language:Python 205
aws / sagemaker-pytorch-training-toolkit
Toolkit for running PyTorch training scripts on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://github.com/aws/deep-learning-containers.
aws sagemaker pytorch docker
Language:Python 193
panacloud / bootcamp-2021
Become a Certified Unicorn Developer and Participant in the API Token Economy
artificial-intelligence internet-of-things serverless cdk python rust aws greengrassv2 aws-iot sagemaker neptune graphql graphdatabase graph-databases quantum-computing
Language:TypeScript 189
jacopotagliabue / post-modern-stack
Joining the modern data stack with the modern ML stack
dbt metaflow mlops recommender-system sagemaker
Language:Python 185
Hello-AWS-Data-Services
lynnlangit / Hello-AWS-Data-Services
AWS Data/MLServices sample code & notes for my LinkedIn Learning courses
aws aws-cli aws-sdk redshift rds sagemaker emr athena kinesis dynamodb
Language:Jupyter Notebook 177
RubensZimbres / Repo-2018
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
ec2-instance generative-adversarial-networks keras tensorflow opencv opencv3 opencv-library haarcascade computer-vision yolo-model cyclegan raspberry-pi-3 coco aws-iot sagemaker raspberry-pi iot ubuntucore aws-sagemaker aws-ec2
Language:Jupyter Notebook 172
t04glovern / aws-s3-cat-images
Generating Cat images using StyleGAN
stylegan stylegan-model gan nn ai sagemaker
Language:HTML 159
awslabs / sagemaker-debugger
Amazon SageMaker Debugger provides functionality to save tensors during training of machine learning jobs and analyze those tensors
machine-learning deep-learning debugging sagemaker aws amazon
Language:Python 158
aws-samples / foundation-model-benchmarking-tool
Foundation model benchmarking tool. Run any model on any AWS platform and benchmark for performance across instance type and serving stack options.
benchmarking foundation-models inferentia llama2 p4d sagemaker generative-ai benchmark bedrock llama3
Language:Jupyter Notebook 156
aws-samples / aws-ml-jp
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
aws data-science deep-learning jupyter-notebook machine-learning mlops sagemaker
Language:Jupyter Notebook 151
aws-samples / awesome-sagemaker
A curated list of references for Amazon SageMaker
aws awesome machine-learning mlops sagemaker
148
aws / amazon-sagemaker-operator-for-k8s
Amazon SageMaker operator for Kubernetes
aws sagemaker kubernetes-operator kubebuilder golang kubernetes
Language:Go 148
aws-samples / sagemaker-run-notebook
Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events
jupyter jupyterlab jupyterlab-extension aws sagemaker cloudformation
Language:Python 140
gudongfeng / 3d-DenseNet
3D Dense Connected Convolutional Network (3D-DenseNet for action recognition)
cnn densenet action recognition sagemaker
Language:Python 119

sagemaker

aws / amazon-sagemaker-examples

awslabs / gluonts

aws / sagemaker-python-sdk

aws-samples / aws-genai-llm-chatbot

aws / deep-learning-containers

run-house / runhouse

aws / studio-lab-examples

aws-samples / generative-ai-use-cases-jp

spotty-cloud / spotty

aws / sagemaker-training-toolkit

Kenza-AI / sagify

thoughtworks / mlops-platforms

syne-tune / syne-tune

aws / sagemaker-inference-toolkit

awslabs / generative-ai-cdk-constructs

aws / sagemaker-spark

awslabs / fraud-detection-using-machine-learning

awslabs / Renate

aws / sagemaker-tensorflow-training-toolkit

aws-samples / amazon-sagemaker-local-mode

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

awslabs / realtime-fraud-detection-with-gnn-on-dgl

aws-samples / sagemaker-ssh-helper

aws / sagemaker-pytorch-training-toolkit

panacloud / bootcamp-2021

jacopotagliabue / post-modern-stack

lynnlangit / Hello-AWS-Data-Services

RubensZimbres / Repo-2018

t04glovern / aws-s3-cat-images

awslabs / sagemaker-debugger

aws-samples / foundation-model-benchmarking-tool

aws-samples / aws-ml-jp

aws-samples / awesome-sagemaker

aws / amazon-sagemaker-operator-for-k8s

aws-samples / sagemaker-run-notebook

gudongfeng / 3d-DenseNet