AmitHasanShuvo
PhD Student in School of Computing at Queen's University | Ex-ML Engineer at ACI Limited | Kaggle Competition Expert (x4)
Queen's UniversityCanada
Pinned Repositories
Biomarkers_HNSC
This is the code repository of my paper entitled "Identification of Biomarkers for Head and Neck Cancer by Analyzing Multiple mRNA Expression Datasets". Please see the license section if you use this code.
data-inspector
Data Inspector is an open-source python library that brings 15++ types of different functions to make EDA, data cleaning easier.
Implementations-of-Neural-Network-Algorithms
This repository contains the implementations of different neural network algorithms. The implementation is done without using any library functions.
Machine-Learning-Projects
This repository contains all my implemented Machine Learning projects. All my learning from different coursera ML courses and internet are reflected here.
PR-stats
PR-stats is an open-source python library that brings different functions to bring stats about pull requests.
Prediction-of-Clinical-Risk-Factors-of-Diabetes-Using-ML-Resolving-Class-Imbalance
Being the most common and rapidly growing disease, Diabetes affecting a huge number of people from all span of ages each year that reduces the lifespan. Having a high affecting rate, it increases the significance of initial diagnosis. Diabetes brings other complicated complications like cardiovascular disease, kidney failure, stroke, damaging the vital organs etc. Early diagnosis of diabetes reduces the likelihood of transiting it into a chronic and severe state. The identification and analysis of risk factors of different spinal attributes help to identify the prevalence of diabetes in medical diagnosis. The prevalence measure and identification of diabetes in the early stages reduce the chances of future complications. In this research, the collective NHANES dataset of 1999-2000 to 2015-2016 was used and the purposes of this research were to analyze and ascertain the potential risk factors correlated with diabetes by using Logistic Regression, ANOVA and also to identify the abnormalities by using multiple supervised machine learning algorithms. Class imbalance, outlier problems were handled and experimental results show that age, blood-related diabetes, cholesterol and BMI are the most significant risk factors that associated with diabetes. Along with this, the highest accuracy score .90 was achieved with the random forest classification method.
Programming
A GitHub repository where I save all my solved problem from Hackerrank, leetcode, codeforces mostly. The solutions are mostly in Python and C++. A simple initiative to increase my analytical skills. Solved problems with tutorials are given here. Updated frequently!!
Solved-ML-Challenges
This repository contains all the solutions that I used in ML challenge competitions with ranks.
analyzing-shared-conversation
This repository contains the dataset, codes and other files related to our paper "An Empirical Study on Developers' Shared Conversations with ChatGPT in GitHub Pull Requests and Issues"
PR-Accelerator
PR-Accelerator is a set of tools that reports analytics and information regarding pull requests (PRs) and points out the delays in first response. This tool was presented in our paper titled "Understanding the Time to First Response In GitHub Pull Requests" published at the MSR 2023 conference.
AmitHasanShuvo's Repositories
AmitHasanShuvo/data-inspector
Data Inspector is an open-source python library that brings 15++ types of different functions to make EDA, data cleaning easier.
AmitHasanShuvo/Machine-Learning-Projects
This repository contains all my implemented Machine Learning projects. All my learning from different coursera ML courses and internet are reflected here.
AmitHasanShuvo/Prediction-of-Clinical-Risk-Factors-of-Diabetes-Using-ML-Resolving-Class-Imbalance
Being the most common and rapidly growing disease, Diabetes affecting a huge number of people from all span of ages each year that reduces the lifespan. Having a high affecting rate, it increases the significance of initial diagnosis. Diabetes brings other complicated complications like cardiovascular disease, kidney failure, stroke, damaging the vital organs etc. Early diagnosis of diabetes reduces the likelihood of transiting it into a chronic and severe state. The identification and analysis of risk factors of different spinal attributes help to identify the prevalence of diabetes in medical diagnosis. The prevalence measure and identification of diabetes in the early stages reduce the chances of future complications. In this research, the collective NHANES dataset of 1999-2000 to 2015-2016 was used and the purposes of this research were to analyze and ascertain the potential risk factors correlated with diabetes by using Logistic Regression, ANOVA and also to identify the abnormalities by using multiple supervised machine learning algorithms. Class imbalance, outlier problems were handled and experimental results show that age, blood-related diabetes, cholesterol and BMI are the most significant risk factors that associated with diabetes. Along with this, the highest accuracy score .90 was achieved with the random forest classification method.
AmitHasanShuvo/Biomarkers_HNSC
This is the code repository of my paper entitled "Identification of Biomarkers for Head and Neck Cancer by Analyzing Multiple mRNA Expression Datasets". Please see the license section if you use this code.
AmitHasanShuvo/Implementations-of-Neural-Network-Algorithms
This repository contains the implementations of different neural network algorithms. The implementation is done without using any library functions.
AmitHasanShuvo/Solved-ML-Challenges
This repository contains all the solutions that I used in ML challenge competitions with ranks.
AmitHasanShuvo/AmitHasanShuvo_old.github.io
Hello, this is Kazi Amit Hasan. This repository is for my personal portfolio. All my backgrounds, achievements, profiles are shown in this website
AmitHasanShuvo/Risk-Factors-Analysis-of-Musculoskeletal-Pain-in-Clinical-Practice
Data Mining Analysis of mechanisms- based classification of musculoskeletal pain in clinical practice(Under development)
AmitHasanShuvo/AI-For-Medicine-Specialization
AI for Medicine Specialization by "deeplearning.ai". You can find this in Coursera
AmitHasanShuvo/AmitHasanShuvo
AmitHasanShuvo/COVID-19-Analysis-of-Bangladesh
Analyzing the impacts of COVID-19 on Bangladesh by analyzing the confirmed, death and recovery graph plots and tried to predict the future rates by using Fbprophet algorithm.
AmitHasanShuvo/papers-i-read
A repository of summaries and notes from papers I've read, focused on machine learning and software engineering. Updated frequently.
AmitHasanShuvo/Face-Detection-with-Image-Enchantments
AmitHasanShuvo/Time-Series-Analysis
This repo contains all the learning materials related to time series analysis
AmitHasanShuvo/Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
AmitHasanShuvo/Deep_and_Machine_Learning_Projects
This Repository contains the list of various Machine and Deep Learning related projects. Related code and data files are available inside this folder. One can go through these projects to implement them in real life for specific use cases.
AmitHasanShuvo/Machine-Learning-Web-Apps
Building and Embedding Machine Learning Model into a Web App(With Flask,Streamlit,etc)
AmitHasanShuvo/PR-stats
PR-stats is an open-source python library that brings different functions to bring stats about pull requests.
AmitHasanShuvo/Stocks
Programs for stock prediction and evaluation
AmitHasanShuvo/amit-blogs
AmitHasanShuvo/amithasanshuvo.github.io
Hello, this is Kazi Amit Hasan. This repository is for my personal portfolio. All my backgrounds, achievements, profiles are shown in this website
AmitHasanShuvo/annotated_research_papers
This repo contains annotated research papers that I found really good and useful
AmitHasanShuvo/Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
AmitHasanShuvo/interview-question-data-science-
AmitHasanShuvo/starter-academic
AmitHasanShuvo/A-Study-on-Privacy-Preserving-Machine-Learning-with-Homomorphic-Encryption
This project refers to the course project of CISC 870.
AmitHasanShuvo/CISC_839_data_analytics_assignments
This repository contains the dataset, codes and other files related to CISC 839 assignments
AmitHasanShuvo/queens-cs-courses
Repository of the graduate courses taken at Queen's CS
AmitHasanShuvo/stocksurferbd
AmitHasanShuvo/video-frame-extractor
video frame extraction from a clip to generate image based dataset