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Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
Created
2017-10-23
3,167 commits to default branch, last one a day ago
Probabilistic time series modeling in Python
Created
2019-05-15
1,478 commits to dev branch, last one 4 months ago
A library for training and deploying machine learning models on Amazon SageMaker
Created
2017-11-14
4,107 commits to master branch, last one 2 days ago
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
Created
2023-06-16
641 commits to main branch, last one 29 days ago
AWS Deep Learning Containers are pre-built Docker images that make it easier to run popular deep learning frameworks and tools on AWS.
Created
2020-01-17
3,168 commits to master branch, last one 10 hours ago
Distribute and run AI workloads magically in Python, like PyTorch for ML infra.
Created
2022-05-10
2,221 commits to main branch, last one a day ago
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
Created
2023-08-17
1,357 commits to main branch, last one a day ago
Example notebooks for working with SageMaker Studio Lab. Sign up for an account at the link below!
Created
2021-11-23
175 commits to main branch, last one 7 months ago
Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
Created
2019-10-02
496 commits to master branch, last one about a month ago
Training deep learning models on AWS and GCP instances
Created
2017-10-30
349 commits to dev branch, last one 2 years ago
LLMs and Machine Learning done easily
Created
2018-03-03
624 commits to main branch, last one about a year ago
AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.
Created
2023-09-14
988 commits to main branch, last one 3 days ago
Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
Created
2019-05-20
157 commits to master branch, last one about a year ago
Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.
Created
2021-10-15
666 commits to main branch, last one 3 days ago
Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...
Created
2021-10-01
50 commits to main branch, last one 2 years ago
Setup end to end demo architecture for predicting fraud events with Machine Learning using Amazon SageMaker
Created
2019-05-17
37 commits to master branch, last one 5 months ago
A Spark library for Amazon SageMaker.
Created
2017-11-16
130 commits to master branch, last one 14 days ago
Library for automatic retraining and continual learning
Created
2022-10-26
261 commits to main branch, last one 8 months ago
Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https://github.com/aws/deep-learning-containers.
Created
2018-01-23
255 commits to tf-2 branch, last one about a month ago
A collection of localized (Korean) AWS AI/ML workshop materials for hands-on labs.
Created
2018-09-10
1,633 commits to master branch, last one a day ago
Amazon SageMaker Local Mode Examples
Created
2020-11-05
382 commits to main branch, last one 7 months ago
A helper library to connect into Amazon SageMaker with AWS Systems Manager and SSH (Secure Shell)
Created
2022-10-14
331 commits to main branch, last one 21 days ago
Foundation model benchmarking tool. Run any model on any AWS platform and benchmark for performance across instance type and serving stack options.
Created
2024-01-09
1,491 commits to main branch, last one 16 days ago
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...
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Created
2021-03-11
231 commits to main branch, last one about a year ago
Toolkit for running PyTorch training scripts on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://github.com/aws/deep-learning-containers.
Created
2018-03-01
267 commits to master branch, last one about a month ago
Joining the modern data stack with the modern ML stack
Created
2022-04-13
21 commits to main branch, last one about a year ago
Become a Certified Unicorn Developer and Participant in the API Token Economy
Created
2021-01-18
199 commits to main branch, last one 2 years ago
AWS Data/MLServices sample code & notes for my LinkedIn Learning courses
Created
2018-01-27
549 commits to master branch, last one about a year ago
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
Created
2017-12-18
1,282 commits to master branch, last one 3 years ago
A curated list of references for Amazon SageMaker
Created
2022-07-27
151 commits to main branch, last one about a year ago