srp753
I am a graduate student at Carnegie Mellon. My interests lie in exploring applications of Machine Learning and Deep learning in Computer Vision and Data Science
Pittsburgh, Pennsylvania
Pinned Repositories
Multi-label-Image-Classification-using-Tensorflow
Implementation of: 1) simple CNN for MNIST 2) Alexnet and VGG16 net(from scratch as well as using pre-trained ImageNet weights) on Pascal VOC2007 dataset
Language_Modelling
A Language Model with Multi-layer Perceptron implementation to predict 4th word given first 3 words of a 4-gram(128 hidden layer units)
RBM_MNIST
Python code for Restricted Boltzmann Machine(RBM) on MNIST dataset
Topic-Modelling
LDA topic models to explore large text collections
CNN-for-Number-Sorting
Keras Implementation of Convolutional Neural Network(CNN) for sorting 4 numbers
Rate-Limiting-Algorithm
Algorithm to limit user request rate to an API to 10 requests/second.
Graph-Analysis
Creating a graph adjacency matrix from (source, destination) edge pairs, Implementing the Pagerank and Personalized Pagerank algorithms, Study of centrality distributions of nodes in the graph and comparison between different centrality measures.
Algorithms
Algorithm codes for problems solved
Autoencoder_MNIST
Python code for Autoencoder and Denoising Autoencoder
Business-Intelligence-project
Powerpoint presentation describing Analytics on Kaggle movies and reviews dataset using SAS Enterprise Miner
srp753's Repositories
srp753/Naive-Bayes-Implementation-with-Map-Reduce
srp753/Rate-Limiting-Algorithm
Algorithm to limit user request rate to an API to 10 requests/second.
srp753/Algorithms
Algorithm codes for problems solved
srp753/Word_break_problem-Python-solution-
Given an input string and a dictionary of words, find out if the input string can be segmented into a space-separated sequence of dictionary words.
srp753/CNN-for-Number-Sorting
Keras Implementation of Convolutional Neural Network(CNN) for sorting 4 numbers
srp753/Card_Shuffling_Problem
A C Program to determine number of rounds required to get a deck of cards back into the original order, after following certain steps.
srp753/Multi-label-Image-Classification-using-Tensorflow
Implementation of: 1) simple CNN for MNIST 2) Alexnet and VGG16 net(from scratch as well as using pre-trained ImageNet weights) on Pascal VOC2007 dataset
srp753/Implementation-of-K-means
srp753/Graph-Analysis
Creating a graph adjacency matrix from (source, destination) edge pairs, Implementing the Pagerank and Personalized Pagerank algorithms, Study of centrality distributions of nodes in the graph and comparison between different centrality measures.
srp753/Topic-Modelling
LDA topic models to explore large text collections
srp753/Business-Intelligence-project
Powerpoint presentation describing Analytics on Kaggle movies and reviews dataset using SAS Enterprise Miner
srp753/Language_Modelling
A Language Model with Multi-layer Perceptron implementation to predict 4th word given first 3 words of a 4-gram(128 hidden layer units)
srp753/Autoencoder_MNIST
Python code for Autoencoder and Denoising Autoencoder
srp753/RBM_MNIST
Python code for Restricted Boltzmann Machine(RBM) on MNIST dataset
srp753/SimpleNN_MNIST
Python code for one layer and two layer neural network for MNIST dataset
srp753/Footprint_Classification
Problem statement: To classify footprints of recidivists into left and right footprints