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AWS-AIML-ondemand-trainings Public
Unofficial repository of training resources for the AWS Artificial Intelligennce & Machine Learning (AIML) services
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genai-graphs Public
Generative AI app for automatically generating entity graphs & workflows for a given webpage. The generated content is a rich visual representation of the text and can be used to enrich the giv…
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image_enhancement Public
Library of Python functions for various types of image enhancement
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basic-rag-langchain Public
A basic example of Ritrieval Augmented Generation (RAG) using LangChain and Foundation Models from SageMaker Jumpstart. (example tuned to run with the free AWS accounts)
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FM-finetuning Public
Example notebooks showing how to finetune image and text Foundation Models in Amazon SageMaker Jumpstart.
Jupyter Notebook MIT License UpdatedOct 26, 2023 -
Customer SageMaker Projects MLOps templates
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facial-expression-analysis Public
Dimensional estimation of emotions (Arousal, Valence, Intensity) from facial landmarks extracted by DLIB.
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sagemaker-immersion-day Public
SageMaker Immersion Day
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retinal-contrast-glare Public
A set of (Python & Matlab) functions and examples for estimating the impact of glare on the retinal image.
Python MIT License UpdatedDec 31, 2022 -
A simple demonstration of autoscaling with SageMaker endpoints.
Jupyter Notebook MIT License UpdatedNov 21, 2022 -
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quicksight-with-sagemaker Public
Building a ML inference pipeline in SageMaker and using it in QuickSight to create a predictive dashboards
Jupyter Notebook MIT License UpdatedSep 27, 2022 -
This notebook shows how to use Amazon Personalize with datasets of infrequent interactions. It particularly shows how to use a combination of SIMS+Personalize Ranking recipes, in order to recommend…
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document-binarization Public
Document binarization inspired by the OFF center-surround cells of the Human Visual System
Python MIT License UpdatedSep 12, 2021 -
ML-reporting-tools Public
Library of functions to generate visually pleasing reports for Machine Learning models
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Function to frontalize non-frontal 2D facial landmarks generated from the DLIB library
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image-augmentations Public
Simple function for generating affine geometric augmentations on images and bounding boxes.
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textract-python-examples Public
Demontration of the Python APIs for various use-cases of Amazon Textract
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sagemaker-workshop-101 Public
Forked from apac-ml-tfc/sagemaker-workshop-101Hands-on demonstrations for data scientists exploring SageMaker
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Introduction to Amazon Fraud Detector
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sagemaker-xgboost-with-hpo Public
Example of using XGBoost in-built SageMaker algorithm for a binary classification on tabular data, including Hyperparameter optimization.
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amazon-sagemaker-examples Public
Forked from aws/amazon-sagemaker-examplesExample notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
Jupyter Notebook Apache License 2.0 UpdatedMay 17, 2020 -
Python function to undersample a dataset and enforce a particular distribution across its dimensions
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shaping_datasets Public
Mixed Integer Linear Programming for selecting a subset of a dataset, while enforcing at the same time a particular distribution in each dimension. The code uses Matlab's "intlinprog" solver, which…