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Abhash Kumar Singh's Projects

amplify-ios icon amplify-ios

A declarative library for application development using cloud services.

chernoff-faces icon chernoff-faces

Course Project for CS533 Image Processing at UW-Madison [Fall 2019]

handwritten-digit-classifier icon handwritten-digit-classifier

Java implemenation of a 2-layer, feed-forward neural network trained with back-propagation algorithm for recognizing images of handwritten digits.

layer-freezing icon layer-freezing

Course project for CS744 - Big Data Systems at UW-Madison [Fall 2020]

maze-solver icon maze-solver

Java implementation of A* and BFS algorithm for finding path between start and end points in a 2D maze

privacyfl icon privacyfl

Extension to experiments made in the original PrivacyFL code for MNIST dataset with skin segmentation dataset from UCI Machine Learning Repository.

sentiment-analysis icon sentiment-analysis

Java implementation of a Naïve Bayes classifier for categorizing movie reviews as either POSITIVE or NEGATIVE

take-stones-game icon take-stones-game

Java implementation of Alpha-Beta pruning algorithm to play a two-player game called Take-Stones

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