Sarang Galada's repositories
DCT-Image-Compressor-App
Implementing JPEG compression using the Discrete Cosine Transform from scratch!
EDA-English-Premier-League-24yr
A visual and analytical deep dive into the last 24 years of the English Premier League!
IMDb-Review-Classification-with-Transformer
Using Transformer model to classify IMDb Reviews. Low-level implementation of data preprocessing and tokenization using keras_nlp library
Java-portfolio
Java programs developed in 11th and 12th grade.
Matrix-Inversion-Algorithm
12th Grade Math project to develop own method to efficiently find a matrix inverse (incl. full Java code)
ML_OnlineNewsPopularity
Predicting the Popularity of Online News using numerous Machine Learning techniques along with a comparative analysis of their performances.
ML_Superconductivity
Predicting the Critical Temperature of Superconductors using numerous Machine Learning techniques along with a comparative analysis of their performances.
Snake-Reinforcement_Learning
The classic arcade game Snake played using Reinforcement Learning (epsilon-greedy Q-learning)
Bow-Image-Classification
Classification of Bow (weapon) images into 5 types using Transfer-learning and Fine-tuning of 3 popular CNNs - ResNet50V2, InceptionV3 and DenseNet121. Finally the best performing fine-tuned models of each are ensembled with majority-rule voting
C_Programs
Basic C programs developed from time to time
EPL-Expected-Goals-Projector
AI powered ✨ English Premier League Expected Goals (xG) projector! 🎯
EPL-Win-Predictor
An AI powered ✨ English Premier League win predictor app! 🎯
GridWorld-Reinforcement_Learning
Learning to play the GridWorld game using Reinforcement Learning (Policy Gradient and Value Iteration)
imad-app
Base repository for IMAD course application.
saranggalada.github.io
Personal webpage of Sarang Galada