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šŸŒ± Iā€™m currently learning Statistical Learning.

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Arkajyoti Bhattacharjee's Projects

adaptive-mcmc icon adaptive-mcmc

This repository is for a group project on Adaptive MCMC for the course MTH707A : Markov Chain Monte Carlo(MCMC) during the academic session 2021-2022 (even semester).

bayesproj icon bayesproj

This repo contains the codes, images, report and slides for the project of the course - `MTH535A: An Introduction To Bayesian Analysis` at IIT Kanpur during the academic year 2022-2023.

mth598a icon mth598a

Confidence Interval for Asymptotic Variance Estimation in Adaptive Markov Chain Monte Carlo

nde4mh icon nde4mh

This repo contains the codes, images, report and slides for the project of the course - MTH516A: Non-Parametric Inference at IIT Kanpur during the academic year 2022-2023.

nlscompare icon nlscompare

An R package to compare different packages for nonlinear least squares wrt reference values

nlsj icon nlsj

An interim R package that attempts to refactor the nls() (base R) functionality

npmodalreg icon npmodalreg

This repo contains the codes, images, report and slides for the first project of the course - MTH673A: Robust Statistical Methods at IIT Kanpur during the academic year 2022-2023.

ranklasso icon ranklasso

This repo contains the codes, images, report and slides for the project of the course - MTH673A: Robust Statistical Methods at IIT Kanpur during the academic year 2022-2023.

spca icon spca

This repo contains the codes, images, report and slides for the project of the course - `MTH514A: Multivariate Analysis` at IIT Kanpur during the academic year 2022-2023.

spectralclustering icon spectralclustering

This repo contains the codes, images, report and slides for the project of the course - MTH552A: Statistical & AI Techniques In Data Mining at IIT Kanpur during the academic year 2022-2023.

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