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Implementation of Adam Optimization algorithm using Numpy

License: MIT License

Jupyter Notebook 100.00%
deep-learning adam-optimizer machine-learning algorithms python3 numpy numpy-neural-network

adam's Introduction

Roy Akashโ€”@theroyakash ๐Ÿ‘‹๐Ÿฝ

I am a research scientist, in theoretical computer science, high performance algorithms, data structures, distributed systems and beyond. I am a software engineer at Microsoft. Previously I was an software development engineer intern at Amazon. I study computer science at Indian Institute of Technology, Madras.

What I'm doing?

  • I will be joining Microsoft Hyderabad as a software engineer next summer.
  • Recently completed my internship at Amazon India. Worked with the Registration and Core Services team (known internally as Cincinnati team) at Amazon Bangalore. Implemented a redirection feature for the production environment on the Amazon Worldwide Seller Portal which automatically redirects seller from add new bank account page to the bank verification page. This improves customer experience, reduces time and effort for verifying bank accounts. Using WebLabs (selective deployment) we eventually deployed redirection feature to sellers in the United States. I also introduced several API changes in the backend of the word wide seller central portal. This acted as a foundation on which the rest of the team migrated APIs from different services.
  • Iโ€™m currently working on fundamental computer science research in algorithms (mainly in graph theory, graph coloring etc.), data structures, parallel algorithms and distributed systems.
  • I run a website called algorithms.theroyakash.com which has huge collection of materials for FAANG and top startup's leetcode style coding interview questions and in-depth analysis along with C++ code. For some of the trickier questions a video explaination is also provided. I plan to expand the number of questions on the platform. This is a free initiative that I took. This website has more than a thousand unique weekly visitors.
  • I am currently writing my notes on distributed systems, which you can find here.

Coding Languages

C++CC#GoJavaPython

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adam's People

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adam's Issues

code sharing pls!

Hello.
Could you share a code that works with this impelemention?

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