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challenge-problems's Introduction

Deep Learning Sandbox

Author: Bogdan Dzyubak, PhD

Email: [email protected]

Date: 03/05/2024

Repository: Challenge-Problems

Purpose:

This repository contains various programming challenge problems I had done over the years. Some are based on websites such as Hacker rank, others from interviews I've had. There are also a few simple DL/ML network implementations from scratch. Anyone is welcome to try the challenge problems themselves.

Repository Organization

Many, challenges have a solved version, and a matching "_practice" file which contains function templates and unit tests to determine if the implementation is successful. These can be used as a refresher. Changes to templates or reference implementations are only meant to be committed to the source if they are much more elegant. The main planned updates are more challenges!

Installation

The majority of the code should work on any system with Python 3. Code contained in folders with dependency names like Tensorflow, Pytorch, or pandas will require a roughly 2024 version of that dependency.

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