Python Projects & Academic Assignments

A comprehensive, organized repository containing various Python applications, programming assignments, and data science projects.

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📚 Assignments & Labs

A collection of academic and practical coursework, including data science notebooks, algorithms, GUI utilities, and simulations.

Folder	Description	Key Technologies
Assignment set 1 & Assignment - set 2	Object-oriented systems modeling leagues and orders.	Python (OOP)
api_assignment	Integration and communication with REST APIs.	Requests, JSON
Bank system assignment	Database-driven simulated banking and hospital records.	SQLite, Pandas, Python
CA_2024 (1)	Computer Vision: gradient analysis and image feature maps.	OpenCV, NumPy, ResNet
client-server	Secure network communications with SSL certificates.	Sockets, SSL/TLS, PEM
Container Recycling Machine Assigment	Simulation of a container recycling terminal system.	OOP, Python
E-commerce application tkinter	Desktop e-commerce shopping experience.	Tkinter, Python
Evolutionary algorithm	Solving TSP optimization problem using Genetic Algorithms.	XML, NumPy, Matplotlib
Hospital	Medical management tool interface.	Tkinter, Pygame
INNHotelsGroup	Hotel booking cancellation prediction models.	Jupyter Notebook, Scikit-Learn
Labs	Pathfinding algorithm simulations (A*, DFS, BFS) & Poker game agents.	Python, Jupyter, Pygame
Linear Regressin	Implementation of gradient descent and linear regression.	NumPy, Matplotlib
MICE ORACLE DB	Database schema definitions and query procedures.	SQL (Oracle DB)
OpenCV Assignment	Image manipulation and morphological transformations.	OpenCV
Pacman	Desktop clone of the classic Pacman arcade game.	Pygame, Python
Simple Money Manager	Desktop budgeting and finance tracking software.	Tkinter, Python
TKinter Assignment	GUI layout grids, widgets, and form structures.	Tkinter
Tomato Disease	Deep learning notebook for plant disease classification.	Jupyter Notebook, PyTorch/Keras
Topic modeling	Natural Language Processing using Latent Dirichlet Allocation.	Scikit-Learn, NLTK, Pickle
tower_of_hanoi	Algorithmic puzzle solver using search trees and queues.	Python (Algorithms)
XmlToTxt	Dataset annotation parser converting Pascal VOC XML to YOLO TXT formats.	XML parsing, File IO

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🛠️ Other Python Projects

A suite of standalone Python utilities covering web APIs, OCR, computer vision, voice assistants, and system scripts.

• Client-Server: Traditional socket-based Client and Server networking.
• Metrix: Adjoint and transpose operations for mathematical matrices.
• Mouse detection: Hand gesture controls and cursor tracking utilizing camera input.
• OCR: Image character extraction (Optical Character Recognition) scripting.
• OTP verification By email: Generating and dispatching verification codes securely via SMTP.
• Object Detection: Object recognition scripting with frame training classifiers.
• openCV: Core computer vision demos (video capture, color masking, drawing).
• PoliceComplainSystem: Speech-activated, voice-guided multilingual complaint submission tool.
• Project Modules-20200331T061028Z-001: Desktop assistant engine modules (EVA) with contacts, maps, and multimedia services.
• pyrebase: Firebase client library setup for user signup, logins, and database edits.
• QR codes: QR barcode scanning, generation, and Firebase cloud integrations.
• Speech Recognization: Audio/voice-to-text conversion scripts.

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⚙️ Repository Setup

This workspace is cleaned from compilation junk (__pycache__, .pyc), local workspace configurations, and bloated files. You can safely clone and work with it.

1. Local Configuration: The repository includes a configured .gitignore that handles Python caches, Jupyter checkpoints, and heavy data folders locally.
2. Requirements: Specific folders contain their own requirements.txt to install localized library sets.