Suleka Helmini (@suleka96)
  • Stars
    star
    31
  • Global Rank 478,394 (Top 17 %)
  • Followers 25
  • Following 6
  • Registered about 7 years ago
  • Most used languages
    Python
    80.0 %
    Java
    20.0 %
  • Location 🇱🇰 Sri Lanka
  • Country Total Rank 607
  • Country Ranking
    Python
    67
    Java
    740

Top repositories

1

Bayesian_Hyperparameter_optimization

This repo contains an implementation of Bayesian Optimization based on the Gaussian process.
Python
10
star
2

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.
Python
5
star
3

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
Python
3
star
4

RNN-and-ML-models

Repo contains various RNN and ML models used for different prediction tasks
Python
3
star
5

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
Python
2
star
6

Sales_Forcasting

This repo contains machine learning, RNN, LSTM and ARIMA models related to sales forecasting.
Python
2
star
7

Carpark_Management_System

This is a simple simulation of a car park management system that highlights the usage of OOP concepts
Java
1
star
8

Sales-Forecating---Rossmann

Python
1
star
9

Email-Classification

Python
1
star
10

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-
Java
1
star
11

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).
1
star