suleka96/RNN-and-ML-models

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Created over 6 years ago
Updated about 6 years ago

suleka96/RNN-and-ML-models

suleka96

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Repo contains various RNN and ML models used for different prediction tasks

Bayesian_Hyperparameter_optimization

This repo contains an implementation of Bayesian Optimization based on the Gaussian process.

CitationReferenceRetriever

A simple application that, when given a paper, retrieves information about papers that cited the concerning paper and also information about the papers that were referenced by the concerning paper.

MicroWise

The framework automates performance testing for microservices, identifying key JVM parameters affecting garbage collection through feature importance detection. It fine-tunes these parameters using TPE-based Bayesian Optimization and assesses performance improvements, resulting in a customized set of optimized GC configurations for the Microservice

Sales_Forcasting

This repo contains machine learning, RNN, LSTM and ARIMA models related to sales forecasting.

Performance_Prediction

This repository implemets XGBoost, Random Forest Regressor, SVR (linear,rbf,poly) and Bayesian algorithms to predict throughput and latency values of Ballerina (WSO2), APIM(WSO2), Spring Boot and TPC-W

Carpark_Management_System

This is a simple simulation of a car park management system that highlights the usage of OOP concepts

Sales-Forecating---Rossmann

Email-Classification

Firebase-powered-Authentication-template-Android

This is a template that contains a loader screen, a login screen, a sign-up screen and also 'forgot password' services. The authentication methods used are: email and password, google authentication and facebook authentication.This is developed for Android using Firebase services as a template that can be used for future projects. -Suleka-

Performance-Results-of-Server-Based-Systems

This contains performance results of 4 server based systems. They are : TPC-W (a transactional web e-Commerce benchmark) , Springboot (a Java based framework used to create micro services), APIM ( a full lifecycle API development, integration and management framework) and Ballerina (a programming language designed for integration).