https://github.com/zeuscoderbe/python-programming-exploration-of-hepatitis-in-india-from-2021-2023
Analytical Exploration
https://github.com/zeuscoderbe/python-programming-exploration-of-hepatitis-in-india-from-2021-2023
python
Last synced: about 2 months ago
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Analytical Exploration
- Host: GitHub
- URL: https://github.com/zeuscoderbe/python-programming-exploration-of-hepatitis-in-india-from-2021-2023
- Owner: ZeusCoderBE
- Created: 2023-08-22T11:57:49.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2023-12-01T04:28:58.000Z (over 1 year ago)
- Last Synced: 2025-02-05T08:51:28.672Z (4 months ago)
- Topics: python
- Language: Python
- Homepage:
- Size: 7.52 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# PYTHON PROGRAMMING EXPLORATION OF HEPATITIS IN INDIA FROM 2021-2023
## Made by: Dang Nguyen Quang Huy
## Libraries Used:
### Speech:
- pyttsx3
- speech_recognition
### GUI:
- tkinter
- matplotlib.backends.backend_tkagg
- matplotlib.pyplot
### EDA:
- pandas
- numpy
- scipy
- sklearn
- sklearn.decomposition
- sklearn.feature_selection
- from sklearn.decomposition import PCA
### Game Libraries:
- pygame
- from pygame.locals import *
## Project Overview:
The "Python Programming Exploration of Hepatitis in India from 2021-2023" project, developed by Dang Nguyen Quang Huy, is a comprehensive exploration utilizing various Python libraries for different purposes.
- The **Speech** section incorporates `pyttsx3` and `speech_recognition` for voice interactions and commands.
- For creating graphical user interfaces (GUI), the project utilizes the `tkinter` library along with `matplotlib` for data visualization.
- Exploratory Data Analysis (EDA) is performed using popular data science libraries such as `pandas`, `numpy`, `scipy`, and machine learning tools from `sklearn`, including dimensionality reduction with PCA (Principal Component Analysis) and feature selection.
- The project also includes a gaming component, leveraging the `pygame` library for game development.
