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

Rover. Finding the shortest pass by Dijkstra’s shortest path algorithm

rover Rover. Finding the shortest path by Dijkstra’s shortest path algorithm Задача Вы — инженер, проектирующий роверы-беспилотники. Вам надо спроекти

1 Nov 11, 2021

This is an implementation of the QuickHull algorithm in Python. I

QuickHull This is an implementation of the QuickHull algorithm in Python. It randomly generates a set of points and finds the convex hull of this set

4 Dec 04, 2022

Tic-tac-toe with minmax algorithm.

Tic-tac-toe Tic-tac-toe game with minmax algorithm which is a research algorithm his objective is to find the best move to play by going through all t

5 Jan 27, 2022

Python package to monitor the power consumption of any algorithm

CarbonAI This project aims at creating a python package that allows you to monitor the power consumption of any python function. Documentation The com

36 Nov 11, 2022

A command line tool for memorizing algorithms in Python by typing them.

Algo Drills A command line tool for memorizing algorithms in Python by typing them. In alpha and things will change. How it works Type out an algorith

43 Dec 02, 2022

This is an Airport Scheduling Time table implemented using Genetic Algorithm

This is an Airport Scheduling Time table implemented using Genetic Algorithm In this The scheduling is performed on the basisi of that no two Air planes are arriving or departing at the same runway a

1 Jan 06, 2022

Multiple Imputation with Random Forests in Python

miceforest: Fast, Memory Efficient Imputation with lightgbm Fast, memory efficient Multiple Imputation by Chained Equations (MICE) with lightgbm. The

202 Dec 31, 2022

Distributed algorithms, reimplemented for fun and practice

Distributed Algorithms Playground for reimplementing and experimenting with algorithms for distributed computing. Usage Running the code for Ring-AllR

1 Oct 16, 2022

This is a Python implementation of the HMRF algorithm on networks with categorial variables.

Salad Salad is an Open Source Python library to segment tissues into different biologically relevant regions based on Hidden Markov Random Fields. The

1 Nov 16, 2021

A raw implementation of the nearest insertion algorithm to resolve TSP problems in a TXT format.

TSP-Nearest-Insertion A raw implementation of the nearest insertion algorithm to resolve TSP problems in a TXT format. Instructions Load a txt file wi

1 Dec 02, 2021

Sorting-Algorithms - All information about sorting algorithm you need and you can visualize the code tracer

15 Oct 16, 2022

An open source algorithm and dataset for finding poop in pictures.

The shitspotter module is where I will be work on the "shitspotter" poop-detection algorithm and dataset. The primary goal of this work is to allow for the creation of a phone app that finds where yo

29 Nov 29, 2022

FingerPy is a algorithm to measure, analyse and monitor heart-beat using only a video of the user's finger on a mobile cellphone camera.

FingerPy is a algorithm using python, scipy and fft to measure, analyse and monitor heart-beat using only a video of the user's finger on a m

37 Oct 21, 2022

FLIght SCheduling OPTimization - a simple optimization library for flight scheduling and related problems in the discrete domain

Fliscopt FLIght SCheduling OPTimization 🛫 or fliscopt is a simple optimization library for flight scheduling and related problems in the discrete dom

33 Dec 17, 2022