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John O. A.'s Projects

afinn icon afinn

AFINN sentiment analysis in Python

amazon-connect-for-zendesk icon amazon-connect-for-zendesk

An integrated solution for Zendesk and Amazon Connect that combines advanced contact center capabilities with a sophisticated ticketing system, empowering teams with powerful tools for routing, tracking, prioritizing and solving customer service interactions.

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

ampligraph icon ampligraph

Python library for Representation Learning on Knowledge Graphs

arxivtimes icon arxivtimes

repository to research & share the machine learning articles

aws-modern-application-workshop icon aws-modern-application-workshop

A tutorial for developers that want to learn about how to build modern applications on top of AWS. You will build a sample website that leverages infrastructure as code, containers, serverless code functions, CI/CD, and more.

aws-serverless-security-workshop icon aws-serverless-security-workshop

In this workshop, you will learn techniques to secure a serverless application built with AWS Lambda, Amazon API Gateway and RDS Aurora. We will cover AWS services and features you can leverage to improve the security of a serverless applications in 5 domains: identity & access management, code, data, infrastructure, logging & monitoring.

bert icon bert

TensorFlow code and pre-trained models for BERT

bitcoinbook icon bitcoinbook

Mastering Bitcoin 2nd Edition - Programming the Open Blockchain

cntk icon cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

code2 icon code2

Code of Amazon Web Services in Action, Second Edition

cookbook icon cookbook

A repository of machine learning codes written for re-usability

crfasrnn icon crfasrnn

This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vision/

crisp icon crisp

A probabilistic graphical model for COVID-19 infection spread through a population based on mutual contacts between pairs of individuals across time as well as test outcomes The C++/Python implementation enables full inference at the scale of millions of contacts between thousands of individuals.

datasciencer icon datasciencer

a curated list of R tutorials for Data Science, NLP and Machine Learning

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