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Sahana Venkatesh's Projects

cookiecutter-data-science icon cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

describe-this-movie icon describe-this-movie

Training a model via one-short-learning to generate text and perform NER over generated text

document-scanner icon document-scanner

Document Detection helps in extracting document from the image background to decrease the workload of OCR.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

how-to-read-pytorch icon how-to-read-pytorch

Quick, visual, principled introduction to pytorch code through five colab notebooks.

image_processing icon image_processing

This page deals with projects I did as part of my course work in EE569-Introduction to Digital image processing at USC.

millionsongdataset_uci icon millionsongdataset_uci

This repository is inspired from Million Song Dataset Challenge from Kaggle. We aim to predict the year of song release by using timbre features' average and covariance.

models icon models

Models and examples built with TensorFlow

pythoncheatsheet icon pythoncheatsheet

Sometimes when I want to finish my project or submit my homework,I always thought it would be nice to keep a cheat sheet of the codes next to me ,so that when I break my module into basic opearations,incase I am blank I can use this cheat sheet to get me on track.This is kind of a pet project and I will update it regularly.

womenwhocodehsidemo icon womenwhocodehsidemo

Hyperspectral Image(HSI) Analysis is one of the cutting-edge fields in Artificial Intelligence(AI) research due to its applications in various fields from agriculture to surveillance. This repo is to assist beginners to get started with processing HSI images focusing on data ingestion and data visualization.

wwcode_hackathon2023_anxiety_management_tool icon wwcode_hackathon2023_anxiety_management_tool

I aim to generate a customized anxiety management platform for patients with mild cases of anxiety so patients are more engaged in their progress and therapists can track the patients' progress in-between their regular calls.

wwcodedatascience icon wwcodedatascience

Content, Code & Resources for WWCodeDataScience Events https://www.womenwhocode.com/datascience

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