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Amin Yamlahi
Amin Yamlahi

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Published in Geek Culture

·Pinned

My Experience Deploying an App With Streamlit Sharing

Build a multi-functional app with good memory management and avoid memory leak — This is not a tutorial of how to use streamlit, you can find great tutorials in the streamlit docs and medium articles. This is the summary of my trial and error deploying an app and debugging the most frequent bugs with streamlit sharing. For those who don’t know streamlit, it’s…

Apps

6 min read

My Experience Deploying an App With Streamlit Sharing
My Experience Deploying an App With Streamlit Sharing

Pinned

How To Train ML Models With Mislabeled Data

3 Tips on how to train machine learning models efficiently when your data is noisy and mislabeled… — In this article, I would like to talk about 3 tricks that helped me to efficiently train models and win a silver medal in a kaggle competition where the dataset was mislabeled and contained a significant amount of noise.

Machine Learning

6 min read

How To Train ML Models With Mislabeled Data
How To Train ML Models With Mislabeled Data

Published in The Startup

·Jan 7, 2021

SARS-CoV-2 genome Analysis With Biopython

Simple tutorial using biopython library to analyze the SARS-CoV-2’s genome in python. — In this article, we will identify the viral proteins in the novel SARS-CoV-2 genome with biopython and do a comparative analysis with the SARS and bat coronaviruses. Materials and methods: Download the genome file from the kaggle dataset: SARS-CoV-2 genbank file. (NCBI accession number: NC_045512) SARS-CoV-2 genome analysis was carried with Biopython and…

Covid 19

6 min read

Covid-19 DNA Analysis With Biopython
Covid-19 DNA Analysis With Biopython

Published in The Startup

·Dec 15, 2020

Drug Discovery With Neural Networks

A summary of the Mechanisms of action (MoA) prediction competition on kaggle where we used deep learning algorithms to predict the MoA of new drugs. — Discovering a new drug has always been a long process that takes years. With the recent advances of AI and the accumulation of research data in biological databases, the drug discovery process and the research pace are getting faster than ever. Researchers in the laboratory of innovation and science at…

Deep Learning

9 min read

Drug Discovery With Neural Networks
Drug Discovery With Neural Networks
Amin Yamlahi

Amin Yamlahi

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