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raguramsiva's Projects

google-lightweight-mmm-reference icon google-lightweight-mmm-reference

LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.

logic-problems icon logic-problems

A repository of solutions to problems in Mathematical Logic, Set Theory, and Modal Logic.

multilayer-perceptrons-mlp- icon multilayer-perceptrons-mlp-

A multilayer perceptron (MLP) fully connected neural network using PyTorch with the MNIST, Fashion-MNIST, and Kuzushiji datasets.

multinomial-logistic-regression icon multinomial-logistic-regression

A multinomial logistic regression model built using PyTorch for the MNIST (hand-written 0-9 digits) and Fashion-MNIST (10 categories of clothing items) datasets.

pystan-mmm-reference icon pystan-mmm-reference

Python/STAN Implementation of Multiplicative Marketing Mix Model, with deep dive into Adstock (carry-over effect), ROAS, and mROAS

sudoku-solver icon sudoku-solver

A Sodoku solver in Java using a depth-first search (DFS) backtracking algorithm.

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