srtpan
Using data to turn into decisions | Data Scientist @cvs MS in Data Analytics and Machine Learning @Duke
CVS HealthDurham, North Carolina
Pinned Repositories
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
Basic concepts of Computer Vision explained with description, code and examples. The topics are taken from CS 527 Computer Vision Course at Duke University
Next-Read
Claude (Anthropic AI) powered book recommendation application designed to help you, my dear reader, find your perfect next book. Next Read analyzes your reading preferences, favorite genres, and past reads to suggest books that you're likely to love.
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-101-Manipulating-Time-Series-with-Python
This 101 notebook talks about preprocessing time series and gets into the process of understanding more about your time series.
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.
srtpan's Repositories
srtpan/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
srtpan/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
srtpan/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.
srtpan/Next-Read
Claude (Anthropic AI) powered book recommendation application designed to help you, my dear reader, find your perfect next book. Next Read analyzes your reading preferences, favorite genres, and past reads to suggest books that you're likely to love.
srtpan/Time-Series-101-Manipulating-Time-Series-with-Python
This 101 notebook talks about preprocessing time series and gets into the process of understanding more about your time series.
srtpan/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.
srtpan/Kaggle-OSIC-Pulmonary-Fibrosis-Progression-EDA-notebook
This is the notebook for performing the EDA for tabular data of the Pulmonary fibrosis progression competition hosted on Kaggle.
srtpan/srtpan
A GitHub repo introducing myself and the work I have done so far