Name: Vamsi Nallapareddy
Type: User
Company: École polytechnique fédérale de Lausanne
Bio: Doctoral Assistant at the École polytechnique fédérale de Lausanne
Location: Lausanne, Switzerland
Blog: https://vam-sin.netlify.app/
Vamsi Nallapareddy's Projects
Attention Based Aspect Extraction.
Agglomerative Clustering done in three different methods. The methods being Single Link, Complete Link and Average Link on the DNASequences.fasta dataset to build a Phylogenetic Tree.
A full fledged Django blog.
Graph Neural Network model for predicting the ability of a chemical compound to inhibit HIV replication
Assignment submitted towards partial credit for the course CS F364
Implementation of the Apriori and FP Growth algorithms on a transaction dataset to get association rules.
Deep Learning tool trained on protein sequence embeddings from protein language models to accurately detect remote homologues for CATH superfamilies
Ribo-DT is a snakemake pipeline to infer single-codon and codon-pair dwell times as well as gene flux from ribosome profiling data using generalized linear model (GLM) with negative binomial noise model (Gobet et al., PNAS, 2020).
A Text Summarizer to help you cram the night before the exam.
Keras implementation of various Convolutional Neural Network Architectures
A deep learning tool for the detection of COVID-19 by analyzing Chest-Xrays
A complete Deep Learning solution to predicting the behavior of a given cysteine. The predictions are made using the features from the high resolution protein crystal structures.
Deep Learning model to predict which drugs can be repurposed based on the their transcriptome data.
A text to image generator.
A Medical Expert system made using Experta
Deep Learning based Explicit Personal Assertion Detection System
A Python script capable of giving a caption to an image.
Deep Learning model to detect forgeries in an image.
A Convolutional AutoEncoder to remove noise working on the MNIST Dataset.
Follow then Forage implementation done in order to increase exploration in the pensieve framework which is a reinforcement learning based adaptive bitrate algorithm
Implementation of the Neural Style Transfer Algorithm
Assignment for CS 407: Artificial Intelligence.
Deep learning based solution for predicting which structurally similar group a protein sequence belongs to.
Fake News Detector
Pairwise residue distances prediction tool. Exploits deep learning algorithms to achieve the goal.