Projects in Awesome Lists tagged with iris-classification

https://github.com/milaan9/python_decision_tree_and_random_forest

I've demonstrated the working of the decision tree-based ID3 algorithm. Use an appropriate data set for building the decision tree and apply this knowledge to classify a new sample. All the steps have been explained in detail with graphics for better understanding.

cart-algorithm decision-tree decision-tree-algorithm decision-tree-classification decision-tree-classifier decision-tree-id3 decision-tree-playgolf dtreeviz graphviz id3-algorithm iris-classification python-decision-tree python-decisiontreeclassifier python-tutorial-github python-tutorial-notebook python4beginner python4datascience python4everybody random-forest tutor-milaan9

Last synced: 23 Oct 2025

https://github.com/milaan9/Python_Decision_Tree_and_Random_Forest

I've demonstrated the working of the decision tree-based ID3 algorithm. Use an appropriate data set for building the decision tree and apply this knowledge to classify a new sample. All the steps have been explained in detail with graphics for better understanding.

cart-algorithm decision-tree decision-tree-algorithm decision-tree-classification decision-tree-classifier decision-tree-id3 decision-tree-playgolf dtreeviz graphviz id3-algorithm iris-classification python-decision-tree python-decisiontreeclassifier python-tutorial-github python-tutorial-notebook python4beginner python4datascience python4everybody random-forest tutor-milaan9

Last synced: 04 May 2025

https://github.com/machinecurve/extra_keras_datasets

📃🎉 Additional datasets for tensorflow.keras

data-science dataset datasets deep-learning emnist-digits emnist-letters iris iris-classification iris-dataset keras keras-datasets keras-tensorflow lowercase-handwritten-letters machine-learning neural-networks svhn tensorflow

Last synced: 02 Jan 2026

https://github.com/ruban2205/iris_classification

This repository contains the Iris Classification Machine Learning Project. Which is a comprehensive exploration of machine learning techniques applied to the classification of iris flowers into different species based on their physical characteristics.

iris-classification iris-dataset k-nearest-neighbor-classifier logistic-regression logistic-regression-algorithm machine-learning navie-bayes-algorithm support-vector-classifier

Last synced: 05 Aug 2025

https://github.com/shreyansh26/iris_classification-aws-lambda-poc

A step-wise tutorial to demonstrate the steps required to deploy a ML model using AWS Lambda, Github Actions, API Gateway and use Streamlit to access the model API through a UI.

aws aws-api-gateway aws-lambda deployment github-actions iris-classification machine-learning streamlit

Last synced: 10 Apr 2025

https://github.com/lovnishverma/helloworldirismachinelearning

This is a simple Flask-based machine learning web application that predicts the species of an Iris flower based on user inputs. The model is trained using Logistic Regression and deployed on Glitch.com.

iris-classification iris-dataset machinelearning-python

Last synced: 28 Oct 2025

https://github.com/aureliusivan/iris-prediction-system

Predict Iris with mongodb 🌷

iris iris-classification iris-dataset knn mongodb

Last synced: 17 Mar 2025

https://github.com/lovnishverma/iris-front

A simple static web app (HTML + CSS + JavaScript) hosted on GitHub Pages that predicts the species of an Iris flower using a Flask backend API deployed on Hugging Face Spaces.

api flask-backend-api fullstack-development github-pages huggingface iris-classification

Last synced: 14 Feb 2026

https://github.com/greeenboi/iris-classifier-project

I will be implementing the famous ai/ml, iris-flower classification project

ai colab-notebook colaboratory iris-classification jupyter-notebook ml python

Last synced: 03 Sep 2025

https://github.com/furkan-gulsen/iris_predictor_web_app

Iris Predictor with Deep Learning | Web App

deep-learning deep-learning-algorithms deep-learning-models flask flask-application flask-web iris-classification iris-dataset

Last synced: 16 Oct 2025

https://github.com/megyssstaa/lvq4j-example-iris

A simple demo of LVQ4J usage on the Iris Data Set

csv example examples iris iris-classification iris-dataset iris-recognition learning-vector-quantization lvq lvq4j machine-learning machinelearning neural-network neural-networks neuralnetwork neuralnetworks

Last synced: 03 May 2025

https://github.com/vatshayan/b.tech-final-year-project-machine-learning-on-flower-species

Implementation & Learning of Iris Data-set and use of various Machine learning Algorithm

iris iris-classification iris-dataset iris-flowers machine machine-learning machine-learning-algorithms pandas sckiit-learn supervised-machine-learning unsuper

Last synced: 19 Aug 2025

https://github.com/imskr/iris-web

A simple web application for IRIS ML classification model

flask heroku-deployment iris-classification machine-learning webapp

Last synced: 14 Jul 2025

https://github.com/amenferjani/iris

This project is for the Identification of Iris flower species is presented

basic-ml-project iris iris-classification machine-learning mlbasic predic python pytorch

Last synced: 16 Feb 2026

https://github.com/shreyansh26/iris_classification-gcp-ai-platform-poc

A step-wise tutorial to demonstrate the steps required to deploy a ML model using Google Cloud Platform's AI Platform and use Streamlit to access the model API through a UI.

deployment gcp google-cloud-platform iris-classification machine-learning streamlit

Last synced: 03 Mar 2025

https://github.com/sharmas1ddharth/iris-classification

A Machine Learning Model that can classify the species of the Iris flower whether its Iris-Setosa, Iris-Virsicolour, Iris-Virginica

data-science data-science-projects iris-classification iris-dataset machine-learning machine-learning-projects project python

Last synced: 28 Feb 2025

https://github.com/md-emon-hasan/iris-classifier-using-flask

🌸 Iris flower classification Machine Learning model. The project is deployed as a web application using Flask web framework and deploy on render.

ai classification deployment flask-application iris-classification iris-dataset ml-app

Last synced: 07 Aug 2025

https://github.com/md-emon-hasan/iris-classifier-using-flask-with-docker-and-github-action

🌸 Iris flower classification Machine Learning model. The project is deployed as a web application using Flask web framework and deploy on render.

ci-cd data-science docker iris-classification iris-dataset iris-recognition machine-learning

Last synced: 02 Mar 2025

https://github.com/1010code/tfliteclassfication

Deploy TensorFlow Classification Model in Android — TF Lite

android iris-classification tensorflow tflite

Last synced: 12 Jun 2025

https://github.com/md-emon-hasan/6-classification-iris-ml-apps

A ML project on the classification of the Iris dataset, demonstrating data preprocessing, model training, and evaluation using Python and scikit-learn.

classification data-science iris-classification iris-dataset iris-flower-classification predictive-modeling scikit-learn

Last synced: 02 Mar 2025

https://github.com/md-emon-hasan/ml-project-iris-classifier-with-github-action

🌸 ML Project integrated with GitHub Actions for CI/CD. It automates testing and deployment, ensuring a streamlined and efficient workflow.

ci-cd cicd data-science github-action iris-classification iris-dataset mahcine-learning

Last synced: 01 Jul 2025

https://github.com/njorogepaul-moghul/iris_flower_app

This app classifies Iris flowers into species based on their sepal and petal measurements using trained machine learning models. Users can input measurements and get instant predictions.

iris-classification logistic-regression machine-learning python random-forest-classifier scikit-learn

Last synced: 05 Oct 2025

https://github.com/njorogepaul-moghul/iris-flower-classification

This project predicts the species of an Iris flower (Setosa, Versicolor, Virginica) based on its sepal and petal measurements. We trained and evaluated multiple ML models — with Logistic Regression performing best at 93% accuracy. Finally, we deployed on streamlit:[app] (https://irisflowerapp-ripwlmfmctrzqphjapj97t.streamlit.app/)

iris-classification jupyter-notebook logistic-regression machine-learning python random-forest-classifier scikit-learn

Last synced: 05 Oct 2025

https://github.com/marta-barea/mlp-iris-classifier

A simple project to train and evaluate a multilayer perceptron on the Iris Sepecies data using TensorFlow, SciKeras, and Scikit-Learn.

classification-algorithm deep-learning iris-classification iris-dataset multilayer-perceptron neural-networks python

Last synced: 20 Aug 2025

https://github.com/bushra-butt-17/deeplearning-projects

This repository contains my assignments and projects related to deep learning, including implementations of fundamental concepts such as Linear Regression, Gradient Descent, Multi-Layer Perceptron (MLP), and more. Each section includes code, explanations, and relevant documentation. The goal of this repository is to showcase my learning journey.

ames-housing-dataset cat-notcat-classification data-science deep-learning deep-neural-networks exploratory-data-analysis gradient-descent iris-classification learning-python linear-regression logistic-regression mlp mlp-classifier visualization

Last synced: 22 Jul 2025

https://github.com/prakhr/coursera-specializations

Contains courses in specializations of coursera on deep learning

cats-vs-dogs convolutional-neural-networks embedding-layer-keras fashion-mnist-dataset iris-classification keras-implementations mnist mnist-handwriting-recognition mobilenet python3 rock-paper-scissors tensorflow-models tensorflowjs toxicity transfer-learning wdbc

Last synced: 01 Mar 2026

https://github.com/oriyarden/binary-multiclassificationneuralnetworksfromscratchnumpyarraysonlypython

Neural networks for binary and multiple classification from scratch (using only numpy arrays) in Python

artificial-intelligence artificial-neural-networks backpropagation backpropagation-neural-network data-science from-scratch google-colab-notebook iris iris-classification iris-dataset machine-learning neural-networks numpy numpy-arrays object-oriented-programming oop python recurrent-neural-networks

Last synced: 27 Aug 2025

https://github.com/youssef-saaed/knn_assignment_c_version

This is a machine learning assignment that implements the K-Nearest Neighbors (KNN) algorithm on the Iris dataset from scratch using pure C

c from-scratch iris-classification iris-dataset knn pure-c

Last synced: 22 Mar 2025

https://github.com/santiagxf/azureml-julia

An example about how to train a tree-based decision model using Julia (1.7.2) for the popular Iris dataset in Azure ML.

azure azure-ml iris-classification julia machine-learning

Last synced: 24 Apr 2025

https://github.com/asepscareer/iris-dataset-exploration

iris iris-classification iris-dataset iris-flowers

Last synced: 20 Mar 2025

https://github.com/aaa1928/iris-ml-classifier

PyTorch model that classifies Iris species based on characteristics about the length and width of sepals and petals.

deep-learning iris-classification iris-dataset machine-learning neural-network numpy pandas python pytorch scikit-learn

Last synced: 30 Dec 2025

https://github.com/mohamedaboelsaud/artificial-intellegience

The application of an Artificial Neural Network on the Iris Dataset by Back propagation neural network from scratch

artificial-intelligence artificial-neural-networks iris-classification iris-dataset

Last synced: 06 Jul 2025

https://github.com/hengkoro20/iris-classification-ml

eda iris-classification machine-learning python

Last synced: 26 Oct 2025

https://github.com/lykourgoss/iris-ml-model-microservice

A FastAPI microservice for predicting iris species based on sepal and petal dimensions. This project leverages machine learning to classify iris flowers into their respective species. (mpsp)

docker fastapi iris-classification machine-learning-model microservice

Last synced: 12 Oct 2025

https://github.com/arush-codes/lgmvip-data-science-task-1

data data-science iris-classification lgmvip virtual-internship

Last synced: 14 Oct 2025

https://github.com/kozuedoingregression/iris-species-classification

Machine Learning Model for Iris Species Classification based on Measurements

flask iris-classification iris-dataset machine-learning python3

Last synced: 14 Oct 2025

https://github.com/msamuelsons/classificacao-de-flores

Esse modelo demonstra como usar o algoritmo K-Nearest Neighbors (KNN) para classificar as amostras de flores no conjunto de dados Iris.

colab-notebook ipython-notebook iris-classification pandas sklearn

Last synced: 05 Mar 2026

https://github.com/jaweria-b/iris-flower-classification

built an Iris flower prediction app with streamlit

iris-classification python streamlit

Last synced: 31 Mar 2025

https://github.com/tusharpandey003/iris-flower-classification

Iris flower classification using KNN and Random forest algorithm

data-science iris iris-classification iris-data iris-dataset iris-detection iris-flower-classification iris-flowers knn-classification machine-learning-algorithms random-forest scikit-learn streamlit

Last synced: 29 Dec 2025

https://github.com/selcia25/iris-dataset-classification

☘This repository contains a Python script for classifying the Iris dataset using the Random Forest algorithm.

data-processing iris-classification pandas random-forest-classifier scikit-learn

Last synced: 21 Feb 2025

https://github.com/vibhuti03/iris-classification

Applying SVM classifier

classification-algorithm iris-classification jupyter-notebook machine-learning-algorithms python3 svm-classifier

Last synced: 02 Mar 2025

https://github.com/mohammadreza-mohammadi94/project-packaging-python-ml

This repository demonstrates how to package a simple Machine Learning project using Python’s standard packaging structure. It includes training a basic ML model and preparing it as an installable Python package that can be easily reused in other projects.

iris-classification iris-dataset project-management project-packaging python

Last synced: 11 Apr 2025

https://github.com/daniel-elston/k-means-clustering-algorithm

Creation and implementation of k-means unsupervised machine learning algorithm, used to classify Iris species (Iris dataset).

artificial-intelligence classification clustering data-science deep-learning iris-classification k-means-clustering machine-learning machine-learning-algorithms python unsupervised-machine-learning

Last synced: 04 Apr 2025

https://github.com/mehtadigisha/iris-flower-classification

Iris Flower Classification

accuracy-score classification-report data-analysis data-visualization eda iris-classification machine-learning matplotlib pandas prediction python scikit-learn seaborn svc-model svm-model visualization

Last synced: 30 Oct 2025

https://github.com/saba-gul/-pycaret-streamline-your-machine-learning-workflow

PyCaret: Simplifying machine learning workflows with a low-code, open-source Python library.

auc classification-report iris-classification low-code machine-learning-algorithms pycaret pycaret-library

Last synced: 03 Mar 2025

https://github.com/geovanimelo/appdistcentroide

Um exemplo que mostra o cálculo do número e a distâncias aos centroides utilizando um dataset de flores iris.

centroid centroid-tracker centroide centroides centroids distancia distancia-ao-centroide iris-classification iris-dataset

Last synced: 24 Feb 2025

https://github.com/zg3z/iris-classifier

ai classification iris-classification java knn perceptron

Last synced: 21 Aug 2025

https://github.com/yuvrajsaraogi/-iris-flower-classification

Iris flower has three species; setosa, versicolor, and virginica, which differs according to their measurements. Now assume that you have the measurements of the iris flowers according to their species, and the task is to train a machine learning model that can learn from the measurements of the iris species and classify them.

classification data data-analysis data-science data-visualization flower flower-classification iris iris-classification iris-flower iris-flower-classification knn knn-classification machine-learning machine-learning-algorithms ml natural-language-processing nlp python

Last synced: 06 Apr 2025

https://github.com/rohansardar/iris_flower

A basic ML project on the iris flower classification

data-science iris-classification iris-dataset ml python scikit-learn

Last synced: 05 Mar 2025

https://github.com/rubaramanan/irisclassifierwith_keras

iris-classification keras numpy pandas

Last synced: 23 Jul 2025

https://github.com/binkymilk/siri

A simple iris plant classifier built with React and Flask.

flask iris-classification ml react

Last synced: 18 Feb 2026

https://github.com/aanyasaroha/iris-flower-detection-using-machine-learning

To Detect the species of Iris flower using Machine learning algorithm Decision Tree (ID3)

decision-trees detection-model iris-classification machine-learning-algorithms

Last synced: 27 Jul 2025

https://github.com/itsadiz/iris_classification

Iris Classification Using Machine Learning - FYP

iris-classification iris-dataset logistic-regression machine-learning python scikit-learn streamlit

Last synced: 29 Jul 2025

https://github.com/benami171/ml_ex_02

2nd Assignment in machine learning course, Implementing and using Perceptron and Adaboost algorithms.

adaboost adaboost-classifier iris-classification iris-dataset margin perceptron python vc-dimension

Last synced: 30 Jul 2025

https://github.com/keneandita/iris-intel

Iris Flower Classifier is a simple web app built with Streamlit that predicts the species of an Iris flower based on user-input flower features. It uses pre-trained machine learning models including Logistic Regression, K-Nearest Neighbors, SVM, and Decision Tree to make real-time predictions.

iris-classification jupyter-notebook machine-learning python scikit-learn streamlit

Last synced: 18 Aug 2025

https://github.com/mugambi645/machine-learning-with-iris-dataset

Iris classification with supervised learning algorithms

iris-classification knearest-neighbor-classifier logistic-regression naive-bayes-classification supervised-learning

Last synced: 23 Mar 2025

https://github.com/mpolinowski/ml-flask-web-app

Using Flask to deploy your ML Model as a Web Application

flask-application iris-classification prediction-api tensorflow2

Last synced: 23 Mar 2025

https://github.com/goutamhegde002/ml-and-data-science-projects

Few simple ML and Data Science related Projects

acidity-prediction data-science data-science-examples diabetes-prediction digit-classification housing-price-prediction instagram-analytics iris-classification jupyter-no machine-learning machine-learning-algorithms named-entity-recognition ner penguin-classification power-consumption-analysis predictive-analysis python-projects text-classification titanic-survival-prediction wine-quality

Last synced: 26 Feb 2025

https://github.com/akhileshthite/iris

Iris Flower Classification

decision-tree-classifier iris-classification iris-dataset machine-learning

Last synced: 15 Mar 2025

https://github.com/mohiteamit/simple_pipeline_using_iris

Iris Classification Pipeline, Streamlit App & FastAPI

fastapi iris-classification iris-dataset pipeline python sklean-classifier stremalit

Last synced: 09 Mar 2025

https://github.com/grindelfp/iris-ml

A basic machine learning project, aimed to study the machine learning concepts and apply them to a real worls Iris dataset.

ipynb iris-classification iris-dataset machine-learning

Last synced: 07 Feb 2026

https://github.com/hk-kumawat/iris-flower-classifier

🌸 An ML-based classifier for predicting iris flower species (Setosa, Versicolor, Virginica) using various classification models.

iris-classification knn logistic-regression machine-learning matplotlib naive-bayes naive-bayes-classifier numpy pandas python seaborn svm

Last synced: 24 Mar 2025

https://github.com/esscova/svm-r

Este repositório contém uma implementação do algoritmo SVM para classificação de dados nos datasets Iris e Wine, usando a linguagem R com RStudio. Você pode executar o código localmente ou com Docker.

iris iris-classification ml svm svm-classifier svm-kernel wine-classification wine-dataset