Pinned Repositories
Amazon-Electronics-Recommendation
Conducting an exploratory analysis on collaborative filtering recommendation algorithms, this study examines memory-based approaches such as item-based, user-based, and model-based SVD using the Amazon Electronics recommendation dataset.
amrutha00.github.io
Big-data
Blood-Bank-Management-System
Booth-Multiplier-in-iverilog
cdl-platform
TextData is an online and open-source platform that helps you save what you know and find what you don't. We offer a stand-alone website and a Chrome extension.
Smart-Pantry
Smart Pantry establishes a dynamic marketplace for food management, enabling users to seamlessly organize their pantry, efficiently handle surplus items, engage in purchasing from others, and explore a diverse range of enticing recipes, all accessible within a user-friendly web application.
Text-to-SQL
This project introduces a framework to evaluate Text-to-SQL Large Language Models (LLMs) using TPC-DS benchmarks. By transforming queries into natural language, we assess LLMs' effectiveness in SQL generation. Challenges like complex joins, sub-queries and parsing difficulties underscore the need for optimizing LLMs for complex data analytics.
Tokyo-Olympics-Analytics
A comprehensive analysis platform for the Tokyo 2020 Olympics data. Leveraging MySQL, Node.js, and React.js, this project offers CRUD operations and insightful analytics, including athlete details, medal tallies, and event statistics. Dive into the world of Olympic data with ease and precision.
YACS
A Python-based simulation of a Hadoop 1.0 centralized job scheduler and resource allocator. Implements features like task dependency resolution, fault tolerance, and support for randomization in a distributed system. Utilizes multi-threading, sockets, and synchronization for efficient scheduling of MapReduce jobs.
amrutha00's Repositories
amrutha00/Amazon-Electronics-Recommendation
Conducting an exploratory analysis on collaborative filtering recommendation algorithms, this study examines memory-based approaches such as item-based, user-based, and model-based SVD using the Amazon Electronics recommendation dataset.
amrutha00/amrutha00.github.io
amrutha00/Big-data
amrutha00/Blood-Bank-Management-System
amrutha00/Booth-Multiplier-in-iverilog
amrutha00/cdl-platform
TextData is an online and open-source platform that helps you save what you know and find what you don't. We offer a stand-alone website and a Chrome extension.
amrutha00/Smart-Pantry
Smart Pantry establishes a dynamic marketplace for food management, enabling users to seamlessly organize their pantry, efficiently handle surplus items, engage in purchasing from others, and explore a diverse range of enticing recipes, all accessible within a user-friendly web application.
amrutha00/Text-to-SQL
This project introduces a framework to evaluate Text-to-SQL Large Language Models (LLMs) using TPC-DS benchmarks. By transforming queries into natural language, we assess LLMs' effectiveness in SQL generation. Challenges like complex joins, sub-queries and parsing difficulties underscore the need for optimizing LLMs for complex data analytics.
amrutha00/Tokyo-Olympics-Analytics
A comprehensive analysis platform for the Tokyo 2020 Olympics data. Leveraging MySQL, Node.js, and React.js, this project offers CRUD operations and insightful analytics, including athlete details, medal tallies, and event statistics. Dive into the world of Olympic data with ease and precision.
amrutha00/YACS
A Python-based simulation of a Hadoop 1.0 centralized job scheduler and resource allocator. Implements features like task dependency resolution, fault tolerance, and support for randomization in a distributed system. Utilizes multi-threading, sockets, and synchronization for efficient scheduling of MapReduce jobs.
amrutha00/Concurrent-Binary-Tree
amrutha00/Da_project_sem5
amrutha00/DistSysSuite
A comprehensive toolkit for exploring and building distributed systems. This repository includes a suite of tools that cover fundamental operations like distributed log querying, failure detection, and file management within a distributed environment. DistSysSuite serves as a platform for understanding the core concepts of distributed systems
amrutha00/DJangoTunes
"DJangoTunes" is a Django-powered music player with SignUp/SignIn, play/pause functionality, song search/filter, and playlist management. Users can easily add/remove songs to playlists and mark favorites. The app offers a scrollable history of recently played tracks and intelligent song recommendations for seamless music exploration.
amrutha00/Grasshopper
amrutha00/HacktoberFestContribute
Contribute codes on Data Structures and Algorithms. #HacktoberFest
amrutha00/IDS-project
amrutha00/Intals
amrutha00/LBW-Cases
amrutha00/members-list
A list of all those involved with PES Open Source!
amrutha00/Mini-Compiler-for-Go
Mini-compiler for Go using lex and yacc
amrutha00/Neural-Machine-Transaltion
amrutha00/RoadRunner
amrutha00/Skribly
amrutha00/Smart-Driving-with-Reinforcement-Learning