Pramosh Shrestha's repositories
QAOA-Max-Cut
QAOA is one of the flavors of VQA, and it is considered to assert so-called "Quantum Supremacy". I have implemented a Quantum circuit to solve Max-Cut problem. I have written a report of my work.
Expressivity-Quantum-Data-encoding-Fourier-Series
This repo replicates the results and the links established between the expressivity of data encoding in a Quantum model in the terms of the Fourier series published in the article linked at https://arxiv.org/pdf/2008.08605.pdf.
Time-Evolution-in-Schrodinger-s-Picture
I used the Cranck-Nicholson Algorithm to demonstrate the time evolution of a Gaussian wave by Schrödinger's Picture in Quantum Mechanics. The system is a 1-D box with a positive potential well.
ML-DNN-Perovskite-lattice-constant-prediction
This notebook predicts the three lattice constants of the Perovskite compound. Here, the anion is the Oxygen atom. The feature vector is composed of the atomic radii of two cations and the Goldschmidt tolerance factor.
Quantum-Error-Correction
This repo shows the introductory notion for QEC, which is a 3-qubit bit-flip code.
Accounting
Spring Boot and Hibernate based project (DIT Internship)
Quantum-Computing-2021
This repository contains the notebooks, slides, and miscellaneous for Quantum Computing 2021
alpr-unconstrained
License Plate Detection and Recognition in Unconstrained Scenarios
BeneQuickTest
Test project for Java developer
Half-Heusler-ML
The repo contains the codebase to uncover the efficacy of Machine Learning in predicting the Lattice thermal conductivity
ibm-quantum-challenge-fall-2021
For IBM Quantum Challenge Fall 2021
LPRNET
CNN based Automatic License Plate Recognition Network
ML-DNN-Double-Perovskite-Lattice-Constant-Prediction
DNN for Linear Regression
monthly-challenges
Repository containing monthly challenges about quantum computing.
qiskit-machine-learning
Quantum Machine Learning
qiskit-tutorials
A collection of Jupyter notebooks showing how to use the Qiskit SDK
quantum-neural-network
Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit
Regression-Task
Minimization of RMSE with feature engineering and GridSearchCV
Shopping-FE
React JS project. Can be used as references too.
Shopping-Reactive
My first hands on (pet) project for an e-commerce shopping website. I implemented Webflux security and reactive MongoDB
Spring-boot-and-Hibernate
Practice Repository for Java framework.
SpringBoot-MVC
spring mvc