Vamsi Nallapareddy (vam-sin)

vam-sin

Geek Repo

Company:École polytechnique fédérale de Lausanne

Location:Lausanne, Switzerland

Home Page:https://vam-sin.netlify.app/

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Vamsi Nallapareddy's repositories

CATHe

Deep Learning tool trained on protein sequence embeddings from protein language models to accurately detect remote homologues for CATH superfamilies

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Player-Detection

A MobileNet + OpenCV model to detect players in a football match video and track them.

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deepcys

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.

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deep-covid

A deep learning tool for the detection of COVID-19 by analyzing Chest-Xrays

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Image-Forgery-Detection

Deep Learning model to detect forgeries in an image.

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DeepDrugs

Deep Learning model to predict which drugs can be repurposed based on the their transcriptome data.

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pconsc4-distance

Pairwise residue distances prediction tool. Exploits deep learning algorithms to achieve the goal.

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Recommender-System

A song recommender system that implements CUR and SVD decomposition along with the Latent Factor Model

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tomogram-classification

A deep learning solution to classify CryoET tomograms into various protein classes

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panther

Deep learning based solution for predicting which structurally similar group a protein sequence belongs to.

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ABAE

Attention Based Aspect Extraction.

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Anti-HIV

Graph Neural Network model for predicting the ability of a chemical compound to inhibit HIV replication

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codonDT_snakemake

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).

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epads

Deep Learning based Explicit Personal Assertion Detection System

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NANCY-FFE

Follow then Forage implementation done in order to increase exploration in the pensieve framework which is a reinforcement learning based adaptive bitrate algorithm

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Parsley

Fake News Detector

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petase-temp

Deep learning tool which uses the protein primary sequence for predicting metling points

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Pubpeer

Scraper built to download images from www.pubpeer.com

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rb-prof

machine learning algorithm for predicting ribosome densities at the gene level in different amino acid deprivation conditions

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six

Deep Learning based tool for predicting m6A sites in RNA sequences

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SSD

SSD: A Unified Framework for Self-Supervised Outlier Detection [ICLR 2021]

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