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Siddarth Gopalakrishnan's Projects

algorithmic-toolbox icon algorithmic-toolbox

C++ codes for Algorithmic Toolbox covering ad-hoc, Greedy, Divide and Conquer and Dynamic Programming concepts.

applied-econometrics-1 icon applied-econometrics-1

ECON F342 - Applied Econometrics Assignment. Run an econometric regression model and test the model for heteroskedasticity, multicollinearity, normality of error term and omitted variable bias

applied-econometrics-2 icon applied-econometrics-2

ECON F342 - Applied Econometrics Assignment. Analysis of Pooled and Panel data. Implement Gravity model on bilateral trade data.

daa-assignment-1 icon daa-assignment-1

Implementation of the paper "Optimal Divide-and-Conquer to Compute Measure and Contour for a Set of Iso-Rectangles" by Ralf Hartmut Güting

deep-learning-deep-learning icon deep-learning-deep-learning

A small and concise study on various architectures of Deep Learning Models and comparative analysis between DL and some well-known ML models

diabetes-predictor-svc icon diabetes-predictor-svc

ML Project using Support Vector Classification Algorithm on the Pima Indians Diabetes Dataset from Kaggle

disease-predictor icon disease-predictor

An ML project which predicts the disease based on the symptoms given by the user via the GUI, using Decision Trees, Random Forest and Naive Bayes algorithms

foundations-of-data-science icon foundations-of-data-science

Modularized and vectorized implementation of linear, polynomial regression and Bayesian learning using normal equations, gradient descent and stochastic gradient descent.

hybrid-mopso icon hybrid-mopso

Implementation of Augmented Multiobjective Particle Swarm Optimization algorithm (MOPSO hybridized with local search)

lics icon lics

CS F214-Logic In CS Assgn.

wealth-stratification-in-india icon wealth-stratification-in-india

Econometrics Project which measures the wealth stratification in India with respect to various parameters such as Religion, Social Groups, etc. using a non-paramteric index of stratification in R

xor-nn icon xor-nn

A simple 2 layer Neural Net that computes the xor of two two-bit numbers

yapl icon yapl

YAPL - Yet Another Programming Language

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