Pinned Repositories
buzz-wire-game
Buzz wire game to test individuals' attentiveness and reflexes.
dual-purpose-robot
Dual-purpose robot – line follower and remote controlled motor car.
early-PCOS-diagnosis-using-ML-algos
Polycystic Ovary Syndrome (PCOS) is a major cause of infertility in women across the world. Its symptoms include hormone imbalance, irregular menstrual cycle, excess acne, weight gain, and many more. If overlooked, the disease can lead to serious health problems like obstructive sleep apnea, type-2 diabetes, obesity, heart disease, mood disorders, etc. Thus, early detection of PCOS is important. This project proposes a system for early prediction of PCOS using optimized machine learning classifiers. Extensive EDA was done on the dataset and out of 45 available features, 6 were selected using the Pearson statistical correlation coefficient. In addition to the EDA performed, oversampling was also done in order to handle the class imbalance problem by increasing the number of minority class samples. Optimized machine learning classifiers are classifiers with the best set of available hyperparameters that helps us achieve the highest prediction accuracy. Among the set of 11 optimized classifiers, Optimized KNN gave the best prediction accuracy of 0.995.
edge-detector
Code for a robot that detects the edge of a table/other such surface and moves accordingly.
expressobot
Bot that shows various expressions based on commands. Has red LEDs for eyes, LCD display as mouth and servo motors for eyebrows.
FakeNewsDetectionSpacy
A Customized Fake News Detection System Built Using Streamlit With SpaCy NLP Pipeline. The Web App Contains Frontend, Backend and Database Integration. Features: Detect Fake News For COVID and Afghanistan Crisis, Sign In/ Log In, View History, Get Sentiment Of The News Article
find_homologs
khushi-vora
Config files for my GitHub profile.
laser-tag-game
Arduino code for a custom built laser tag game.
MedBuddy
MedBuddy is a healthcare application that can be used to consult with doctors online, buy medicines and book lab tests.
khushivora77's Repositories
khushivora77/buzz-wire-game
Buzz wire game to test individuals' attentiveness and reflexes.
khushivora77/dual-purpose-robot
Dual-purpose robot – line follower and remote controlled motor car.
khushivora77/early-PCOS-diagnosis-using-ML-algos
Polycystic Ovary Syndrome (PCOS) is a major cause of infertility in women across the world. Its symptoms include hormone imbalance, irregular menstrual cycle, excess acne, weight gain, and many more. If overlooked, the disease can lead to serious health problems like obstructive sleep apnea, type-2 diabetes, obesity, heart disease, mood disorders, etc. Thus, early detection of PCOS is important. This project proposes a system for early prediction of PCOS using optimized machine learning classifiers. Extensive EDA was done on the dataset and out of 45 available features, 6 were selected using the Pearson statistical correlation coefficient. In addition to the EDA performed, oversampling was also done in order to handle the class imbalance problem by increasing the number of minority class samples. Optimized machine learning classifiers are classifiers with the best set of available hyperparameters that helps us achieve the highest prediction accuracy. Among the set of 11 optimized classifiers, Optimized KNN gave the best prediction accuracy of 0.995.
khushivora77/edge-detector
Code for a robot that detects the edge of a table/other such surface and moves accordingly.
khushivora77/expressobot
Bot that shows various expressions based on commands. Has red LEDs for eyes, LCD display as mouth and servo motors for eyebrows.
khushivora77/FakeNewsDetectionSpacy
A Customized Fake News Detection System Built Using Streamlit With SpaCy NLP Pipeline. The Web App Contains Frontend, Backend and Database Integration. Features: Detect Fake News For COVID and Afghanistan Crisis, Sign In/ Log In, View History, Get Sentiment Of The News Article
khushivora77/find_homologs
khushivora77/khushi-vora
Config files for my GitHub profile.
khushivora77/laser-tag-game
Arduino code for a custom built laser tag game.
khushivora77/MedBuddy
MedBuddy is a healthcare application that can be used to consult with doctors online, buy medicines and book lab tests.
khushivora77/perfect_hits
Script from BIOL7200 class.
khushivora77/Prediction-Of-PCOS-Using-Optimized-ML-Classifiers
Official Code Files For My Research Paper Presented at 3rd International Conference on Artificial Intelligence: Advances and Applications (ICAIAA 2022). Paper Published in Springer Book Series, "Algorithms for Intelligent Systems (AIS)".
khushivora77/SE-Project
khushivora77/walking-stick
Arduino code for prototype of a walking stick to help visually impaired people.