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3d_gmic

3D-GMIC: an efficient deep neural network to find small objects in large 3D images

ai-enterprise-workshop-building-ml-pipelines

ai-powered-speech-analytics-for-amazon-connect

The AI Powered Speech Analytics for Amazon Connect solution provides the combination of speech to text transcription, translation into preferred languages, and insights for agents and supervisors all in real-time

aks-terraform

AKS with Terraform

algorithms-tour

How data science is woven into the fabric of Stitch Fix

alibi

Algorithms for explaining machine learning models

amazon-ray

Staging area for ongoing enhancements to Ray focused on improving integration with AWS and other Amazon technologies.

amazon-sagemaker-huggingface-benchmark

Benchmarking the trade-offs between cost, train time, and performance for fine-tuning HuggingFace models with distributed training on Amazon SageMaker.

amazon-sagemaker-large-hpo-polling-examples

amazon-sagemaker-secure-mlops

amplify-vue-website

Website resources for AWS Amplify and Vue website test

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

arxiv-demo-dataset

This repository will contain a demo using Weaviate with data and metadata from the arXiv dataset.

ask-around-me

The Ask Around Me example serverless web application. See the Compute Blog series and video series for more information. Contact @jbesw for info.

attentiondeepmil

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

audioclip

Source code for models described in the paper "AudioCLIP: Extending CLIP to Image, Text and Audio" (https://arxiv.org/abs/2106.13043)

awesome-explainable-graph-reasoning

A collection of research papers and software related to explainability in graph machine learning.

awesome-human-pose-estimation

Human Pose Estimation Related Publication

awesome-quant

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

awesome-seml

A curated list of articles that cover the software engineering best practices for building machine learning applications.

awesome-single-positive-multi-label-learning

A curated list of papers and code in exploring single positive multi-label learning (SPML), a interesting and challenging variant of multi-label learning.

aws-5g-network-performance-analytics

Code to support the AWS Big Data Blog post Build a cloud-native network performance analytics solution on AWS for wireless service providers.

aws-cdk-pipelines-datalake-etl

This solution helps you deploy ETL jobs on data lake using CDK Pipelines.

aws-cdk-pipelines-datalake-infrastructure

This solution helps you deploy Data Lake Infrastructure on AWS using CDK Pipelines.

aws-image-cdn-lambda-edge

Resizing Image using Amazon CloudFront and Lambda@Edge

aws-inference-benchmark

Repository with the code for running deep learning inference benchmarks on different AWS instances and service types.

aws-lambda-powertools-python

A suite of utilities for AWS Lambda Functions that makes tracing with AWS X-Ray, structured logging and creating custom metrics asynchronously easier

aws-ops-swiss-knife-suite

awscli-sso-config-creator

Scans your available SSO accounts and creates SSO config file