Akash Shastri – Medium

Akash Shastri

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Akash Shastri
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Towards Data Science

All the ways to initialize your neural network

In this article, I evaluate the many ways of weight initialization and current best practices.

Oct 30, 2020

All the ways to initialize your neural network

Oct 30, 2020

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Akash Shastri
in
Towards Data Science

Regularization. What, Why, When, and How?

In this article, I want to take an in-depth look at regularization.

Oct 24, 2020

Regularization. What, Why, When, and How?

Oct 24, 2020

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Akash Shastri
in
Towards Data Science

Cross-Entropy Demystified.

For the longest time, I had not completely understood Cross-Entropy loss. Why did we take exponents (softmax)? Why did we then take the…

Oct 6, 2020

Cross-Entropy Demystified.

Oct 6, 2020

Akash Shastri

When your idols come crashing down

A story about my relationship with my father

Sep 8, 2021

Sep 8, 2021

Akash Shastri
in
Towards Data Science

3 neural network architectures you need to know for NLP!

In this article, I will discuss what I think are the three most important architectures to be aware of for NLP.

Nov 25, 2020

3 neural network architectures you need to know for NLP!

Nov 25, 2020

Akash Shastri

Tax Jargon for Millennials.

This is a beginner blog post for people who don’t know anything or know very little about the tax system.

Nov 24, 2020

Tax Jargon for Millennials.

Nov 24, 2020

Akash Shastri
in
Towards Data Science

3 decision tree-based algorithms for Machine Learning

In this article, I will discuss some of the most widely used DecisionTree-based algorithms for machine learning.

Nov 18, 2020

3 decision tree-based algorithms for Machine Learning

Nov 18, 2020

Akash Shastri
in
Towards Data Science

5 Neural network architectures you must know for Computer Vision

In this article, I list my top 5 neural network architectures for computer vision in no particular order.

Nov 10, 2020

5 Neural network architectures you must know for Computer Vision

Nov 10, 2020

Akash Shastri
in
Towards Data Science

Why I use Fastai and you should too.

This is part 1 of a multipart series: The things I love the most about my favourite deep learning library, fastai.

Nov 10, 2020

Why I use Fastai and you should too.

Nov 10, 2020

Akash Shastri

Easiest Fastai installation for windows

The easiest installation of windows I have found is with Anaconda. Anaconda is a Package manager that helps you install and maintain the…

Oct 4, 2020

Oct 4, 2020

Akash Shastri

Akash Shastri

I love anything that makes me think. Check out my github here: https://github.com/akash-shastri. Get in touch with me on LinkedIn at https://www.linkedin.com/in

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