Ayush Adhikari

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Ayush Adhikari

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Monday, May 19, 2025

Found 4 result(s) for "Big"! Click on the links for more details

Graph Algorithms and Visualization

This is a working graph visualization and algorithms program that produces outputs to common graph algorithms and images for certain graphs. It uses the Graphviz library for C++ to generate graph images, but the other algorithms are implemented by me. There are four graphs produced by the directed and undirected versions each. Each will have information regarding the operation and print the graph along with the paths in red if applicable. As for the algorithms, the results are outputted to the console, but the program supports most algorithms on graphs.

Analysis of Million Songs Dataset using Hadoop MapReduce

This project was an introduction to using Hadoop MapReduce to analyze a large file (~1.6 GB), namely the Million Song subset containing 10,000 songs. The files were stored using HDFS and cluster size consisted of 10 machines. There are 10 Java files with jobs of their own which are focused on answering the 10 questions below. Please visit the github for more details on the questions, answers, and more.

CS320: Algorithms--Theory and Practice

Analyzed, designed, and implemented efficient algorithms and compared the results. Applied Big O, θ, and Ω notations, induction, recursion, invariants.

CS220: Discrete Structures and their Applications

Practiced the use and implementation of integer representations and properties, propositions, predicates, sets, functions, program proofs, induction, counting, complexity, graphs, trees, invariants. Accompanied lectures with Python assignments and labs.

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This is a feature mainly used to demonstrate the use of the handwriting app built using a canvas and CNN. You can use the search bar to search the site for content or to navigate the site by typing in a word such as home, which will take you to the home page. Below the search bar is a canvas where you can draw letters. This is implemented using a digit recognition CNN. As the accuracy is around 89 percent, it might not always produce an accuracte prediction, for example between o and 0. You can use the three button next to the search bar to delete the last character, clear the search bar, and finally search the site.