Arun Nemani (arun-nemani)

arun-nemani

Geek Repo

Company:Tempus Labs

Location:Potomac, MD

Home Page:www.arunnemani.com

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Arun Nemani's repositories

dfreduce

Automatically reduce the memory size of any pandas dataframe based on downcasting bit types efficiently

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20-newsgroups-text-classification

Natural language processing and text classification of "20 newsgroup" dataset

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arun-nemani.github.io

the new website

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FLS-PegTransfer-detection

This real-time script uses Haar features and computer vision to detect peg blocks, which are a part of the Fundamentals of Laparoscopic Surgery (FLS) program.

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Machine-learning-projects

These projects includes a comprehensive set of machine learning models using real-world datasets. Implementations include data processing and filtering, regression, classification, clustering, natural language processing, dimensionality reduction, and model assessment and validation. See README for further details.

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project-euler

Solutions to projecteuler.net

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Surgical-skill-classification

This repository hold all of the data analysis and machine learning scripts relevant to classifying surgical motor skills

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