SVJayanthi's repositories
Speech-Code-PR
End-to-end AI pipeline that converts an audio file to code changes on Github!
Multimodal-RAG
Composable & modular pipeline for multi-hop Multimodal Retrieval Augmented Generation
RNNMusicSynthesis
Classical music generation using generative machine learning models
GenAIClinicalTrials
Using Langchain to parse tabular data
AutoGPT
An experimental open-source attempt to make GPT-4 fully autonomous.
langchain-experiments
Building Apps with LLMs
SynaptikApp
Front facing application for Synaptik's M2M Communication Platform
CityLearnResourceAllocation
Official reinforcement learning environment for demand response and load shaping
FacereAlbum
Node JS Express web application designed in React
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
dmcontrol-generalization-benchmark
DMControl Generalization Benchmark
LUSR
Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation (AAAI 2021)
scalable-birl
Scalable Bayesian Inverse Reinforcement Learning (ICLR 2021) by Alex J. Chan and Mihaela van der Schaar.
ExpectationMaximizationGMM
Implementation of Expectation Maximization algorithm with Gaussian Mixture Model
DroneTrafficSimulation
Python simulation of factors affecting drone traffic efficiency and safety
MusicSynthesisAutoBot
Music synthesis algorithm forked and modified from MusicAutoBot
svjayanthi.github.io
Personal Portfolio Website
DFTSimulation
Density Functional Theory Quantum Mechanical Simulations with the Medford Research Group
QuantumNeuralNetwork
Predictive Machine Learning Model for Density Functional Theory Simulations
musicautobot
Using deep learning to generate music in MIDI format.
Betamas
Appp
ChineseCheckersMCTS
Chinese Checkers computer player implementing Monte Carlo Tree Search
TrafficSimulation
Original Monte Carlo Nagel Schreckenberg traffic simulation
MonteCarloGame
Original Monte Carlo decision-making program that plays Tic-tac-toe and Connect 4
HealthcareDiagnosis
Simple Java program designed to diagnose medical conditions.
MorrisHillsHighSchoolLibraryApp
Library application for Morris Hills High School that allows students and teacher to browse, check out, and reserve books in the school library