Projects & Research

A showcase of innovative projects and research by BSDS students

Sentiment Analysis Engine
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Linear Programming Stochastic Convex Optimization

Optimal Diet Planning from Indian Food Nutrition Data

India faces significant challenges related to public health nutrition. With a large and diverse population, designing affordable, nutritionally balanced diets is critical. Inspired by this issue, our project seeks to solve the following:

Abhinavan / Prateek / Hardik View Project →
Bayesian Time Series Forecasting
Neural ODE Hybrid Modeling.

Modeling Temperature Dynamics Using Neural Ordinary Differential Equations

Presents an ODE-first treatment of temperature dynamics and then extends it to machine learning

Census Data Explorer
Gradient Descent Time-Reset Nesterov Dynamic

Application of ODE using Nesterov Accelerated gradient descent with improvement

Using time resets while solving the Nestorov ODE to decrease absolute convergence time in convex minimization

Abhinavan View Project →