Python
This repository contains a number of Python 3.x projects.
Project List
The following is a list of the projects included in this repository:
Data Visualisation
Data analysis and visualisation projects
- Letter Frequency Calculator: Reads in a set of text files and calculates the frequency occurrences of each alphabet letter
Flask Projects
Various Flask projects
-
Keras Model Deployment: Flask projects deploying TensorFlow-Keras models
- Flower Dataset Classifier API: A TensorFlow-Keras iris flower dataset neural network model exposed as an API
- Iris Flower Dataset Classifier Web: A TensorFlow-Keras iris flower dataset neural network model exposed as a simple web frontend
-
Simple Book List API: Simple book list API created with Python in Flask
Machine Learning
Python-based projects using scikit-learn, Pandas and NumPy projects
Essentials
- NumPy Basics: NumPy basic exercises written with Jupyter Notebook
- Pandas Basics: Pandas basic exercises written with Jupyter Notebook
Support Vector Machine
- Diabetes Prediction Dataset: Diabetes prediction classification by means of a support vector machine
Util Scripts
Python util scripts
- CSV File Converter: Converts a CSV file to a CSV file whilst preserving UTF-8 encoding
- i18n File Converter: Converts an i18n.properties file to a CSV file whilst preserving UTF-8 character encoding and allowing for comma-inclusion as part of the text