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.
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-self-admitted-miscommunications
This repository contains the dataset, codes and other files related to our paper "A First Look at Self-Admitted Miscommunications in GitHub Issues"
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/RUET-Hostel-Management-System
A hostel management system with meal on/off service and users can print their pdf copies of monthly bills.
AmitHasanShuvo/Heart-Disease-Prediction-using-Machine-Learning
Stock prices predictor is a system that learns about the performance of a company and predicts future stock prices with help of dataset from Quandl using machine learning techniques.
AmitHasanShuvo/awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
AmitHasanShuvo/CreatingAPI
AmitHasanShuvo/Data-science-best-resources
Carefully curated resource links for data science in one place
AmitHasanShuvo/data-science-interviews
Data science interview questions and answers
AmitHasanShuvo/data-scientist-roadmap
Toturial coming with "data science roadmap" graphe.
AmitHasanShuvo/Data_Visualization_with_Python
This repository contains various data visualization notebooks learnt from Coursera.
AmitHasanShuvo/DataScienceResources
Open Source Data Science Resources.
AmitHasanShuvo/Deedy-Resume
A one page , two asymmetric column resume template in XeTeX that caters to an undergraduate Computer Science student
AmitHasanShuvo/diabetes_readmission
Predicting hospital readmission for patients with diabetes
AmitHasanShuvo/face-recognition-using-js
Face recoginition using javascript
AmitHasanShuvo/face_morpher
Morphing faces based on Python, OpenCV, dlib
AmitHasanShuvo/Forecasting-Weather-Using-Machine-Learning
Forcasting Weather Using Multinomial Logistic Regression, Decision Tree, Naïve Bayes Multinomial, and Support Vector Machine
AmitHasanShuvo/go
The Open Source Data Science Masters
AmitHasanShuvo/GoogleFoobarChallenge
Google Foobar Challenge
AmitHasanShuvo/handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
AmitHasanShuvo/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
AmitHasanShuvo/introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
AmitHasanShuvo/Leetcode_company_frequency
Collection of leetcode company tag problems. Periodically updating.
AmitHasanShuvo/MakingLyst
A peek into the tech and design at Lyst
AmitHasanShuvo/medical-data-mining
Data Mining Analysis of mechanisms- based classification of musculoskeletal pain in clinical practice. K-means, logistic regression, random forests, all the good stuff
AmitHasanShuvo/mrnet
Implementation of the paper: Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet
AmitHasanShuvo/Parkinson-s-Disease-Detection-using-Gait-Analysis
A research project that aims to detect Parkinson's disease in patients using Gait Analysis data. Subsequently, the project may make use of Gait Data Analysis to make powerful inferences which would help in genralizing the most common groups affected by this disease.
AmitHasanShuvo/pytorch-Deep-Learning
Deep Learning (with PyTorch)
AmitHasanShuvo/To-be-a-researcher
A list of advice on doing research that is useful for me :)
AmitHasanShuvo/Label-recommendation
Label-recommendation on github