Pinned Repositories
Aayush-patel-1696.github.io
AlgorithmicPairsTrading
Optimized Pairs Trading Strategy using Bayesian Optimization
BlackSholesPINN
A code for solving blacksholes equation using Physics Informed Neural Networks
CreditCardFraudDetection
This project focuses on the detection of fraudulent transactions using a credit card transactions dataset. The goal is to build and evaluate machine learning models and hyper parameter tuning using Bayesian optimization to identifying fraudulent activities
Image-denosing-of-fashion-dataset-using-Autoencoders
InterestRateModelling
Methods to compute interest models
PortfolioOptimization
Support-Vector-Machine
This project implements the support vector machine algorithm from scratch. The algorithm is implemented from paper entitled "Pegasos: Primal Estimated sub-GrAdient SOlver for SVM". Also this solver is validated on linear and non linear classifier.
Thermal_design-_semiconductor
This work contains the cooling of semiconductor chip using nano fluids. All details of simulations are in the report files. The google drive link of ansys workbench is also attached
Vorticity-transport-formulation-for-solving-N-S-equation
Matlab code is devloped for solving Navier-Stoke equation using vorticity transport formulation. The solver is validated using the classical case of lid driven cavity taken from the ghia's paper.
Aayush-patel-1696's Repositories
Aayush-patel-1696/Vorticity-transport-formulation-for-solving-N-S-equation
Matlab code is devloped for solving Navier-Stoke equation using vorticity transport formulation. The solver is validated using the classical case of lid driven cavity taken from the ghia's paper.
Aayush-patel-1696/Image-denosing-of-fashion-dataset-using-Autoencoders
Aayush-patel-1696/Thermal_design-_semiconductor
This work contains the cooling of semiconductor chip using nano fluids. All details of simulations are in the report files. The google drive link of ansys workbench is also attached
Aayush-patel-1696/Aayush-patel-1696.github.io
Aayush-patel-1696/airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Aayush-patel-1696/AlgorithmicPairsTrading
Optimized Pairs Trading Strategy using Bayesian Optimization
Aayush-patel-1696/BlackSholesPINN
A code for solving blacksholes equation using Physics Informed Neural Networks
Aayush-patel-1696/CreditCardFraudDetection
This project focuses on the detection of fraudulent transactions using a credit card transactions dataset. The goal is to build and evaluate machine learning models and hyper parameter tuning using Bayesian optimization to identifying fraudulent activities
Aayush-patel-1696/Essential-of-Turbulence
This repository contains the simulations of orificemeter using Ansys Fluent. Comapred result with 3-D turbulence effects over 2-D. There is no such 2-D turbulence!!! The workbenches include "2_D orifice workbench " and "3_D orifice workbench". In this, simulations are carried using k w turbulence model and compared with experimental results Morrison et al. Research paper is also attached. Simulation parameters: Re=91000,turbulence intensity =0.05%, beta_ratio =0.5, Pipe diameter =50.8. Though the simulations contains the validation with morrison experimental data,main use of this work bench to calibrate the orifice meter using cfd simulation rather then experimentally.
Aayush-patel-1696/High-Performance-Computing
This repository contains linear algebra operations in C++ using distributed computing concepts. Codes are written using parallelized libraries of OpenMp and MPI
Aayush-patel-1696/InterestRateModelling
Methods to compute interest models
Aayush-patel-1696/Neural-network-from-scratch
This Jupyter Notebook contains a separate class of Neural Network.
Aayush-patel-1696/OptimizationModelsFinance
This repositry includes the problems of optimization and their scratch implementation in python using numpy and scipy
Aayush-patel-1696/PortfolioOptimization
Aayush-patel-1696/RuQuant
Parallel Implementation of vector manupalation using threading
Aayush-patel-1696/Support-Vector-Machine
This project implements the support vector machine algorithm from scratch. The algorithm is implemented from paper entitled "Pegasos: Primal Estimated sub-GrAdient SOlver for SVM". Also this solver is validated on linear and non linear classifier.
Aayush-patel-1696/Resume-Matcher
Resume Matcher is an open source, free tool to improve your resume. It works by using language models to compare and rank resumes with job descriptions.
Aayush-patel-1696/SVDCuda
Implementation of Singular Value decomposition in C++ using CUDA Computing