chilthalanka Goto Github PK

breast-cancer-diagnosis-using-machine-learning

This repository contains the code for classifying breast cancer data using kNN, Naive Bayes, LVQ, SVM and decision tree algorithms. Breast cancer dataset available in Wisconsin Breast Cancer Database (WBCD) is used for the analysis.

credit-card-approval-prediction

This repository contains the codes developed for descriptive, diagnostic and predictive analysis performed on a credit card dataset available in Kaggle.

deeploc-2.0

Multi-label subcellular localization and sorting signal prediction based on protein foundation models

hand-gesture-recognition-platform-for-a-disabled-person

The system automatically detects the hand gestures of a partially paralyzed person. According to the detected gesture, the patient is shown a feedback message on his display screen.

identify-age-related-conditions

This repository contains predictive models developed to predict if a person has any of three medical conditions. The goal is to predict if the person has one or more of any of the three medical conditions (Class 1), or none of the three medical conditions (Class 0). Models are trained on measurements of health characteristics.

identify-number-of-people-available-in-a-location-based-on-wifi-rssi-data

WiFi-RSSI data obtained from different Access Points using a NodeMCU (ESP8266) are published to a MQTT server. Those data are then collected and fed to a classification model to predict the number of people available in that location.

music-genre-prediction

A web-based user interface to predict the genre, when the lyrics of a song is given as input. The machine learning model is developed using Spark MLlib, and the web interface is developed using Flask.

protein-localization

Using Transformer protein embeddings with a linear attention mechanism to make SOTA de-novo predictions for the subcellular location of proteins :microscope:

store-sales-forecasting

This repo contains code for time-series forecasting to forecast store sales on data from Corporación Favorita, a large Ecuadorian-based grocery retailer.

uom-msc-pr-assignment-1

This repository contains a Logistic Regression classifier developed for diagnosing breast cancer. Wisconsin Breast Cancer Database (WBCD) is used for the analysis.

uom_mapreduce-vs-spark