Naman Rastogi's repositories
Machine-Learning-Hub
Resources for various concepts and topics relevant to Machine Learning/Deep Learning.
Variational_Recurrent_Neural_Network
Implemented this novel architecture (in pytorch) as part of my research study for the problem I focused on, during my work as a Research Intern at Language Technology Research Center, IIIT Hyderabad, India.
Aspect_Based_Sentiment_Extraction
This project deals with a simplified version of a more general problem of Aspect Based Sentiment Analysis.
Competitive-Programming-Hub
Internet resources of various competitive programming algorithms and data structures.
Variational_Autoencoders
Pytorch implementation of Variational Autoencoders - a popular deep generative probabilistic graphical model.
Trigger-Word-Detection
A deep learning model employing sequence models for detecting a trigger word in an audio.
WhatsApp-Text-Analysis
A comprehensive text and data analysis of whatsapp texts and extracting relevant insights from the text data.
IBM-Applied-Data-Science-Project
A Data Science project in which I made use of the Foursquare API( to query the venues of the cities) and Clustering Algorithm along with data processing tools to analyze different cities of India and how they impact people's decisions.