Using Bayesian, KNN, Logistic Regression to classify spam and non-spam.

Overview

Make Sure the dataset file "spamData.mat" is in the folder

  1. Environment: Python --version >= 3.7 Third Party: numpy, matplotlib, math, scipy.io

  2. Interactive: (1) Open Anaconda Prompt or Python environment prompt (2) Navigate to ..\spam\src\

  3. Description: This code implemented classifiers for Spam classification using four methods and then find the error rates: Q1 Beta-Binomial Naïve Bayes, Q2 Gaussian Naïve Bayes, Q3 Logistic Regression with L2 regularization, Q4 K-Nearest Neighbors.

Algorithms and utilities for SAR sensors

WARNING: THIS CODE IS NOT READY FOR USE Sarsen Algorithms and utilities for SAR sensors Objectives Be faster and simpler than ESA SNAP and cloud nativ

B-Open 201 Dec 27, 2022
Python-Strongest-Encrypter - Transform your text into encrypted symbols using their dictionary

How does the encrypter works? Transform your text into encrypted symbols using t

1 Jul 10, 2022
Slight modification to one of the Facebook Salina examples, to test the A2C algorithm on financial series.

Facebook Salina - Gym_AnyTrading Slight modification of Facebook Salina Reinforcement Learning - A2C GPU example for financial series. The gym FOREX d

Francesco Bardozzo 5 Mar 14, 2022
Benchmark for Robustness Tests of Control Alrogithms

A gym-like classical control benchmark for evaluating the robustnesses of control and reinforcement learning algorithms.

Kim Taekyung 4 Jan 18, 2022
There are some basic arithmatic in Pattern Recognization and Machine Learning writed in Python in this repository

There are some basic arithmatic in Pattern Recognization and Machine Learning writed in Python in this repository

1 Nov 19, 2021
Algorithms written in different programming languages

Data Structures and Algorithms Clean example implementations of data structures and algorithms written in different languages. List of implementations

Zoran Pandovski 1.3k Jan 03, 2023
A pure Python implementation of a mixed effects random forest (MERF) algorithm

Mixed Effects Random Forest This repository contains a pure Python implementation of a mixed effects random forest (MERF) algorithm. It can be used, o

Manifold 199 Dec 06, 2022
Python Client for Algorithmia Algorithms and Data API

Algorithmia Common Library (python) Python client library for accessing the Algorithmia API For API documentation, see the PythonDocs Algorithm Develo

Algorithmia 138 Oct 26, 2022
This application solves sudoku puzzles using a backtracking recursive algorithm

This application solves sudoku puzzles using a backtracking recursive algorithm. The user interface is coded with Pygame to allow users to easily input puzzles.

Glenda T 0 May 17, 2022
Infomap is a network clustering algorithm based on the Map equation.

Infomap Infomap is a network clustering algorithm based on the Map equation. For detailed documentation, see mapequation.org/infomap. For a list of re

347 Dec 23, 2022
Repository for data structure and algorithms in Python for coding interviews

Python Data Structures and Algorithms This repository contains questions requiring implementation of data structures and algorithms concepts. It is us

Prabhu Pant 1.9k Jan 01, 2023
A collection of Python Scripts made for fun, while exploring Python 🐍

JFF-Python-Scripts A collection of Python Scripts made for fun, while exploring Python 🐍 Inspiration 💡 Many of the programs in this repository are i

Pushkar Patel 16 Oct 07, 2022
PickMush - A mini study/project on boosting algorithm

PickMush A mini project implementing Boosting Author Shashwat Vaibhav What does it do? Classifies whether Mushroom is edible or is non-edible (binary

Shashwat Vaibahav 3 Nov 08, 2022
A collection of design patterns/idioms in Python

python-patterns A collection of design patterns and idioms in Python. Current Patterns Creational Patterns: Pattern Description abstract_factory use a

Sakis Kasampalis 36.2k Jan 05, 2023
A selection of a few algorithms used to sort or search an array

Sort and search algorithms This repository has some common search / sort algorithms written in python, I also included the pseudocode of each algorith

0 Apr 02, 2022
Genetic algorithm which evolves aoe2 DE ai scripts

AlphaScripter Use the power of genetic algorithms to evolve AI scripts for Age of Empires II : Definitive Edition. For now this package runs in AOC Us

6 Nov 04, 2022
SortingAlgorithmVisualization - A place for me to learn about sorting algorithms

SortingAlgorithmVisualization A place for me to learn about sorting algorithms.

1 Jan 15, 2022
Better control of your asyncio tasks

quattro: task control for asyncio quattro is an Apache 2 licensed library, written in Python, for task control in asyncio applications. quattro is inf

Tin Tvrtković 37 Dec 28, 2022
Provide player's names and mmr and generate mathematically balanced teams

Lollo's matchmaking algorithm Provide player's names and mmr and generate mathematically balanced teams How to use Fill the input.json file with your

4 Aug 04, 2022
A Python implementation of Jerome Friedman's Multivariate Adaptive Regression Splines

py-earth A Python implementation of Jerome Friedman's Multivariate Adaptive Regression Splines algorithm, in the style of scikit-learn. The py-earth p

431 Dec 15, 2022