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nandita992 Goto Github PK

followers: 3.0 following: 0.0 repos: 32.0 gists: 2.0

Name: Nandita Puri

Type: User

Company: Georgia Tech

Bio: PhD Student @ Georgia Tech | Bioinformatics Scientist | AI Engineer

Location: Atlanta

Blog: www.nanditapuri.in

Nandita Puri 👋

AI Engineer - Deep Learing, Computer Vision, NLP, Machine Learning
Bioinformatics Scientist
PhD Student at Georgia Tech, Atlanta
MsC in Data Science - Liverpool John Moore University UK

⚡ Technologies

⚡ Bioinformatics Softwares & Algorithms

GATK - https://gatk.broadinstitute.org/hc/en-us
BCFtools - https://github.com/samtools/bcftools
Samtools : http://www.htslib.org/
STAR Aligner : https://hbctraining.github.io/Intro-to-rnaseq-hpc-O2/lessons/03_alignment.html
String Tie : https://ccb.jhu.edu/software/stringtie/#:~:text=StringTie%20is%20a%20fast%20and,variants%20for%20each%20gene%20locus
Kallisto : https://pachterlab.github.io/kallisto/
MACS2 : https://hbctraining.github.io/Intro-to-ChIPseq/lessons/05_peak_calling_macs.html#:~:text=A%20commonly%20used%20tool%20for,significance%20of%20enriched%20ChIP%20regions.

⚡ Editors

⚡ Machine Learning Libraries & Algorithms

⚡ Visualization

Nandita Puri's Projects

1-d-convolution---predict-dow-jones-opening-price

cheminformatics-predicting-solubility-of-chemical-compounds

A model has been made on credit card fraud where the variables have PCA done on them for privacy concerns. Diffrent models with different ways of handling class imbalance have been created and at last the best model has been chosen.

cycle_gan_mri

detection

detection2

foundations-basics-notes

gradient-descent-implementation-in-python

house-price-prediction-linear-regression

machine-learning

media-company-case-study---linear-regression

missouri

missouri_123

mnist---digit-generation-using-gan

nandita

Profile Bio

nandita992

nlp

pediatric-epilepsy-analysis

pos-tagging-using-various-types-of-rnn

We have written an algorithm to convert sentences to part of speech using various different RNN and then compared their effectiveness.

predicting-short-antimicrobial-peptides-in-disease-or-control-group

Predicting Short Antimicrobial Peptides in disease or control group

predicting-the-potency-by-analysizing-qasr-activity-of-replicase-polyprotein-1ab

programming-tutorials

simple-linear-regression

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