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NoiseTrader's Projects

adm-vrp icon adm-vrp

Dynamic Attention Model for Vehicle Routing Problem (arXiv:2002.03282)

amazon-sagemaker-examples icon amazon-sagemaker-examples

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

automate-tech-post icon automate-tech-post

LLM application: fine tuned model to generate social media posts from technical blogposts. I used the documentation in https://numpy.org/numpy-tutorials/index.html to build a synthetic dataset and used that dataset to fine-tune an open source model.

aws-devops-zero-to-hero icon aws-devops-zero-to-hero

AWS zero to hero repo for devops engineers to learn AWS in 30 Days. This repo includes projects, presentations, interview questions and real time examples.

aws-pdf-textract-pipeline icon aws-pdf-textract-pipeline

:mag: Data pipeline for crawling PDFs from the Web and transforming their contents into structured data using AWS textract. Built with AWS CDK + TypeScript

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.

business-machine-learning icon business-machine-learning

A curated list of practical business machine learning (BML) and business data science (BDS) applications for Accounting, Customer, Employee, Legal, Management and Operations.

causalml icon causalml

Uplift modeling and causal inference with machine learning algorithms

chatgpt-retrieval-plugin icon chatgpt-retrieval-plugin

The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.

cms-fraud-detection icon cms-fraud-detection

Fraud detection algorithm using Autoencoders and Stacked Autoencoders to detect fraudulent physicians in CMS Part B claims data

contrastivelearning icon contrastivelearning

This repo demostrates how to use the concept of contrastive learning in an anommaly detection setting with autoencoders (also know as discriminative autoencoders)

deepspeech icon deepspeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

document-understanding-solution icon document-understanding-solution

Example of integrating & using Amazon Textract, Amazon Comprehend, Amazon Comprehend Medical to automate the processing of documents for use cases such as search and discovery, control and compliance, and general business process workflow.

expertqa icon expertqa

[Data + code] ExpertQA : Expert-Curated Questions and Attributed Answers

flasgger icon flasgger

Easy OpenAPI specs and Swagger UI for your Flask API

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