implementation of the KNN algorithm on crab biometrics dataset for CS16

Last update: Nov 18, 2021

Related tags

Overview

crab-knn

implementation of the KNN algorithm in Python applied to biometrics data of purple rock crabs (leptograpsus variegatus) to classify the sex of leptograpsus crabs

Write-up:

https://docs.google.com/document/d/1uK0CxXXiHFax31C6Azo5iRrv-vJqMtH2nyr85FKXDKc/edit?usp=sharing

Dataset

https://www.kaggle.com/inputblackboxoutput/crab-body-metrics

Setup environment (do this when first cloning the project)

git clone [email protected]:chenmasterandrew/crab-knn.git
cd crab-knn
py -3 -m venv .venv
.venv/Scripts/activate
pip install -r requirements.txt

Testing instructions

.venv/Scripts/activate

set a value for constant K in crabtest.py
run crabtest.py

Owner

Andrew W. Chen

Hello! I'm Andrew - a student. Nice to meet you!

GitHub Repository

All algorithms implemented in Python for education

The Algorithms - Python All algorithms implemented in Python - for education Implementations are for learning purposes only. As they may be less effic

1 Oct 20, 2021

Data Model built using Logistic Regression Algorithm on Python.

Logistic-Regression Problem Statement: Your client is a retail banking institution. Term deposits are a major source of income for a bank. A term depo

0 Dec 25, 2021

This project is an implementation of a simple K-means algorithm

Simple-Kmeans-Clustering-Algorithm Abstract K-means is a centroid-based algorithm, or a distance-based algorithm, where we calculate the distances to

7 Aug 09, 2022

Fedlearn algorithm toolkit for researchers

89 Nov 14, 2022

Cormen-Lib - An academic tool for data structures and algorithms courses

The Cormen-lib module is an insular data structures and algorithms library based on the Thomas H. Cormen's Introduction to Algorithms Third Edition. This library was made specifically for administeri

12 Aug 18, 2022

marching Squares algorithm in python with clean code.

Marching Squares marching Squares algorithm in python with clean code. Tools Python 3 EasyDraw Creators Mohammad Dori Run the Code Installation Requir

3 Jul 15, 2022

This python algorithm creates a simple house floor plan based on a user-provided CSV file.

This python algorithm creates a simple house floor plan based on a user-provided CSV file. The algorithm generates possible router placements and evaluates where a signal will be reached in every roo

1 Nov 12, 2021

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

CLI Eight Puzzle mini-game featuring BFS, DFS, Greedy and A* searches as solver algorithms.

🕹 Eight Puzzle CLI Jogo do quebra-cabeças de 8 peças em linha de comando desenvolvido para a disciplina de Inteligência Artificial. Escrito em python

1 Jun 30, 2021

sudoku solver using CSP forward-tracking algorithms.

Sudoku sudoku solver using CSP forward-tracking algorithms. Description Sudoku is a logic-based game that consists of 9 3x3 grids that create one larg

0 Dec 27, 2021

Algorithms for calibrating power grid distribution system models

Distribution System Model Calibration Algorithms The code in this library was developed by Sandia National Laboratories under funding provided by the

2 Oct 31, 2022

Implementation of core NuPIC algorithms in C++

NuPIC Core This repository contains the C++ source code for the Numenta Platform for Intelligent Computing (NuPIC)

270 Nov 19, 2022

Supplementary Data for Evolving Reinforcement Learning Algorithms

evolvingrl Supplementary Data for Evolving Reinforcement Learning Algorithms This dataset contains 1000 loss graphs from two experiments: 500 unique g

42 Sep 21, 2022

My own Unicode compression algorithm

Zee Code ZCode is a custom compression algorithm I originally developed for a competition held for the Spring 2019 Datastructures and Algorithms cours

2 Oct 20, 2021

A lightweight, object-oriented finite state machine implementation in Python with many extensions

transitions A lightweight, object-oriented state machine implementation in Python with many extensions. Compatible with Python 2.7+ and 3.0+. Installa

4.7k Jan 01, 2023

Implemented page rank program

Page Rank Implemented page rank program based on fact that a website is more important if it is linked to by other important websites using recursive

6 Aug 24, 2022

Genetic Algorithm for Robby Robot based on Complexity a Guided Tour by Melanie Mitchell

Robby Robot Genetic Algorithm A Genetic Algorithm based Robby the Robot in Chapter 9 of Melanie Mitchell's book Complexity: A Guided Tour Description

2 Dec 01, 2022

A litle algorithm that i made for transform a picture in a spreadsheet.

PicsToSheets How it works? It is an algorithm designed to transform an image into a spreadsheet file. this converts image pixels to color cells of she

1 Nov 12, 2021

Zipline, a Pythonic Algorithmic Trading Library

463 Jan 08, 2023

Minimal pure Python library for working with little-endian list representation of bit strings.

bitlist Minimal Python library for working with bit vectors natively. Purpose This library allows programmers to work with a native representation of

0 Jul 25, 2022