suraj5424's Projects
A C++ program for university course management, featuring `Course`, `Lecturer`, `Student`, and base `Person` classes. It supports course registration within 3-10 student limits, caters to both internal and external students, and includes a user interface menu. Focuses on object-oriented design, without needing data persistence.
An NLP task to predict Cuisine from recipe data, visualize cuisine distribution, train MNB, XGBoost, CNN, and Random Forest models for cuisine prediction, and evaluate performance with accuracy, confusion matrix, and classification report.
Developed a C++ program for managing combat games, transitioning from paper to digital. Features include player data entry, game management, dynamic point allocation, and winner announcement. Utilizes operator overloading for data input/output and comparisons. Designed for up to 6 players, with in-memory data storage during runtime.
Generate Gujarati song lyrics using Markov chain model. Tokenize lyrics, create transition model, and generate new text. Utilizes NLTK library for tokenization and random selection for variability. Output represents creative continuation of original lyrics.
A C++ library management program enables users to enter personal data, borrow, extend, and return books, with menu-driven interface and error handling, promoting efficient library operations.
Predict future movements from skeleton data. Utilize XGBoost classifier on time series of 3D skeleton data for tasks like fall detection or gesture recognition. Preprocess, train, evaluate, and predict for submission.
This notebook tackles predicting future movements from skeleton data, crucial for applications like fall detection or gesture recognition. Leveraging deep learning, it preprocesses the dataset, trains a CNN model, evaluates its accuracy, and generates predictions for submission, all in a structured manner.
C++ program manages product list: add, display, sort by price, and check total items.
This notebook does the analysis of a protein sequence dataset in FASTA format. It addresses challenges in data import, alignment, embedding, and classification using bioinformatics tools and machine learning techniques. The solution provides a systematic approach to extract insights from structured data, crucial for bioinformatics research.
"Integrated ROS2 into MIRA-based robot navigation, overcoming errors & hardware challenges. Improved capabilities, set stage for future enhancements. Proficient in ROS2 Nav2 stack & MIRACenter(GUI)."
Submission for semantic data processing module
This repository contains a Jupyter Notebook file equipped with code for identifying the position of digits in a Sudoku puzzle and solving it. The notebook implements algorithms for Sudoku puzzle solving, offering a practical tool for enthusiasts and learners alike to explore and understand Sudoku solving techniques. 2-2 METHODS FOR BOTH TASKS.
Config files for my GitHub profile.
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent