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Shruti pandey's Projects

authorship-identification-using-bidirectional-lstm icon authorship-identification-using-bidirectional-lstm

Author identification is an important topic in the field of Natural Language Processing (NLP). With its help, we can identify the author of a text, article, news and it can help us detect plagiarism, literary theft and identify anonymous authors to help researchers with attributions.

computer-vision-cs-527 icon computer-vision-cs-527

Basic concepts of Computer Vision explained with description, code and examples. The topics are taken from CS 527 Computer Vision Course at Duke University

learn-llm icon learn-llm

This repository covers all the concepts you will need to learn LLM accompanied with codes. It's a WIP, please keep checking back!

standard-and-poor-500-prediction-using-deepar icon standard-and-poor-500-prediction-using-deepar

DeepAR model integrates LSTM successfully with Autoregressive recurrent network and enables to predict multiple time-series at once. This repository implements DeepAR from scratch and implements it on S&P 500 dataset

time-series-forecasting-using-arima icon time-series-forecasting-using-arima

Time-series forecasting is a component of machine learning which is often given less weightage owing to its complexity. In this notebook, I am going to be as elaborate as possible while discussing how you can make time-series forecasting using ARIMA/SARIMA.

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