SVJayanthi

ChineseCheckersMCTS

Chinese Checkers computer player implementing Monte Carlo Tree Search

DFTSimulation

Density Functional Theory Quantum Mechanical Simulations with the Medford Research Group

dmcontrol-generalization-benchmark

DMControl Generalization Benchmark

DroneTrafficSimulation

Python simulation of factors affecting drone traffic efficiency and safety

MorrisHillsHighSchoolLibraryApp

Library application for Morris Hills High School that allows students and teacher to browse, check out, and reserve books in the school library

QuantumNeuralNetwork

Predictive Machine Learning Model for Density Functional Theory Simulations

RNNMusicSynthesis

Classical music generation using predictive Recurrent Neural Network machine learning models

AdvancedPDFParsing

appbetamas

AutoGPT

An experimental open-source attempt to make GPT-4 fully autonomous.

Betamas

Appp

ChineseCheckersAI

CityLearnResourceAllocation

Official reinforcement learning environment for demand response and load shaping

ExpectationMaximizationGMM

Implementation of Expectation Maximization algorithm with Gaussian Mixture Model

FacereAlbum

Node JS Express web application designed in React

GenAIClinicalTrials

Using Langchain to parse tabular data

HealthcareDiagnosis

Simple Java program designed to diagnose medical conditions.

langchain-experiments

Building Apps with LLMs

LUSR

Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation (AAAI 2021)

MandelbrotSet

Optimized python simulation and rendering of Mandelbrot Set

MonteCarloGame

Original Monte Carlo decision-making program that plays Tic-tac-toe and Connect 4

musicautobot

Using deep learning to generate music in MIDI format.

MusicSynthesisAutoBot

Music synthesis algorithm forked and modified from MusicAutoBot

PatientEmpowermentProject

RAEdgeCompute

Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep Deterministic Policy Gradient (DDPG) to determine the resources allocation (offload targets, computational resources, migration bandwidth) in the edge servers

scalable-birl

Scalable Bayesian Inverse Reinforcement Learning (ICLR 2021) by Alex J. Chan and Mihaela van der Schaar.

svjayanthi.github.io

Personal Portfolio Website

SynaptikApp

Front facing application for Synaptik's M2M Communication Platform

tradgames

Code for playing traditional games

TrafficSimulation

Original Monte Carlo Nagel Schreckenberg traffic simulation