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Krishna Yerramsetty

Krishna Yerramsetty
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Krishna Yerramsetty

Multi-Modal Protein Language Models: Protein Function Prediction

A simple implementation using amino-acid sequence and catalytic site information

3d ago

Multi-Modal Protein Language Models: Protein Function Prediction

3d ago

Krishna Yerramsetty
in
Krishna Yerramsetty

Finetuning Protein Language Models?

In this post, I want to share some results and thoughts on finetuning protein language models. Finetuning is a powerful technique to get…

Jun 17

Finetuning Protein Language Models?

Jun 17

Krishna Yerramsetty
in
Krishna Yerramsetty

Context Specific Positional Encoding (CoPE) for Protein Language Models

It took me a while to grok the concept of positional encoding/embeddings in transformer attention modules. In a nutshell, the positional…

Jun 10

Context Specific Positional Encoding (CoPE) for Protein Language Models

Jun 10

Krishna Yerramsetty
in
The Startup

PyTorch DataSet & DataLoader

There are a plethora of options for someone to get started with NLP models. And frameworks like AllenNLP, and Fast.ai have made it…

Sep 28, 2020

PyTorch DataSet & DataLoader

Sep 28, 2020

Krishna Yerramsetty
in
The Startup

Multi-Logistic Regression With Probabilistic Programming

There is an interesting dichotomy in the world of data science between machine learning practitioners (increasingly synonymous with deep…

Sep 2, 2020

Multi-Logistic Regression With Probabilistic Programming

Sep 2, 2020

Krishna Yerramsetty

From Data to Deployment: Part-1

Overview Of The Series

Aug 26, 2020

From Data to Deployment: Part-1

Aug 26, 2020

Krishna Yerramsetty

Amazon Sagemaker: A Short Guide

Spend less time building workflows, and more time developing models

Jan 29, 2020

Amazon Sagemaker: A Short Guide

Jan 29, 2020

Krishna Yerramsetty
in
Towards Data Science

Relative vs Absolute: How to Do Compositional Data Analyses. Part — 2

This is a continuation of my earlier post on compositional data analyses where I showed the pitfalls of treating compositional data as…

Jul 25, 2019

Relative vs Absolute: How to Do Compositional Data Analyses. Part — 2

Jul 25, 2019

Krishna Yerramsetty
in
Towards Data Science

Relative vs Absolute: Understanding Compositional Data with Simulations

One of the things I am constantly asked to do at my work is to compare NGS data across samples. These could be replicates or could be…

Jun 17, 2019

Relative vs Absolute: Understanding Compositional Data with Simulations

Jun 17, 2019

Krishna Yerramsetty

Fun with Twitter Bots: Part -3

Creating a twitter app, storing tweets, and analyzing tweets:

May 18, 2019

Fun with Twitter Bots: Part -3

May 18, 2019

Krishna Yerramsetty

Krishna Yerramsetty

Data Scientist with over 7 years of experience. Too many things to learn and experience, too little time :)

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