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rcnn

R-CNN: Regions with Convolutional Neural Network Features

recipe-deployment-microservices-containers

This repo will show How to break a monolithic into a microservice,deploy a microservice in local Docker Desktop ,in local Kubernetes Cluster ,in Azure Container Instances ,in Azure Kubernetes Cluster with and without ingress ,in Azure ContainerApps, in AWS Fargate, in AWS EKS

redis-product-search

Visual and semantic vector similarity with Redis Stack, FastAPI, PyTorch and Huggingface.

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-introduction

Code from my blog post & online course

rekognition-distance-calculation

repo-2017

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

repo-2019

BERT, AWS RDS, AWS Forecast, EMR Spark Cluster, Hive, Serverless, Google Assistant + Raspberry Pi, Infrared, Google Cloud Platform Natural Language, Anomaly detection, Tensorflow, Mathematics

representation-learning-for-nlp

residual-networks

Residual Networks code (ResNet50)

resourcebank_cv_nlp_mlops_2022

This repository offers a goldmine of materials for students of computer vision, natural language processing, and machine learning operations.

responsible-ai-widgets

This project provides responsible AI user interfaces for Fairlearn, interpret-community, and Error Analysis, as well as foundational building blocks that they rely on.

retail-demo-store

AWS Retail Demo Store is a sample retail web application and workshop platform demonstrating how AWS infrastructure and services can be used to build compelling customer experiences for eCommerce, retail, and digital marketing use-cases

review_scrapper

s3-to-lambda-patterns

Example applications for the S3-to-Lambda patterns series in the AWS Compute Blog and learning path. Questions? @jbesw.

sagemakerworkshop

SageMaker workshop for WWCode NYC Connect

saleor

An e-commerce storefront for Python and Django

scikit-image-processing

Image processing examples with Numpy, Scipy, and Scikit-image

screenshot-to-code-in-keras

A neural network that transforms a screenshot into a static website

segmentation-loss-function-pytorch

A collection of loss functions for medical image segmentation

self-driving-car-v2

This is an implementation of End to End Learning for Self-Driving Cars model developed by NVIDIA.

sentiment-classification

Neural sentiment classification of text using the Stanford Sentiment Treebank (SST-2) movie reviews dataset, logistic regression, naive bayes, continuous bag of words, and multiple CNN variants.

sentr

Robust sentiment analysis package for R

serverless-ai-workshop

This workshop demonstrates two methods of machine learning inference for global production using AWS Lambda and Amazon SageMaker

serverless-data-pipelines-demo

serverless-ml-course

Serverless ML Course for building AI-enabled Prediction Services from models and features

serverless-patterns

Serverless patterns.

serverless-transformers-on-aws-lambda

Deploy transformers serverless on AWS Lambda

session13

sessions-with-aws-sam

This repo contains all the SAM templates created in the Twitch series #SessionsWithSAM. The show is every Thursday on Twitch at 10 AM PDT.