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This repository contains a bunch of implementations of the papers that I found interesting. So I can come and look up the things that I might forget about while also sharing them with others who are also interested in them. Most of the things I've written here are simple notes and code implementation. I'm writing about this repository in some kin

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chogerlate/paper-implementations

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Hi, Chogerlate here :)

Brief Introduction

This repository contains a bunch of implementations of the papers that I found interesting. So I can come and look up the things that I might forget about while also sharing them with others who are also interested in them. 

Most of the things I've written here are simple notes and code implementation. I'm writing about this repository in some kind of blog post. So be prepared.

Contents

  • Algorithm reproductions
  • Model architectures
  • Experimental results

Structure

  • Each paper has its own directory
  • README for each implementation with:
    • Paper title, authors, publication details
    • Key concepts
    • Implementation notes
    • Usage instructions

Purpose

  • Deepen understanding of cutting-edge research
  • Provide reference implementations
  • Facilitate reproducibility

warning! I am professional yapper!

My grammar skill is quite lacking, but I will try to improve them as we go through more paper. and you can also check out the list of papers I wrote in the next section below.

List of Papers

Paper
AlexNet
Attention is All You Need
RNN

About

This repository contains a bunch of implementations of the papers that I found interesting. So I can come and look up the things that I might forget about while also sharing them with others who are also interested in them. Most of the things I've written here are simple notes and code implementation. I'm writing about this repository in some kin

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