Projects in Awesome Lists tagged with machine-learning-models

This repository contains a collection of fundamental topics and techniques in machine learning. It aims to provide a comprehensive understanding of various aspects of machine learning through simplified notebooks. Each topic is covered in a separate notebook, allowing for easy exploration and learning.

adaboost-classifier agglomerative-clustering apriori-algorithm data-preprocessing data-science ensemble-learning fuzzy-cmeans-clustering machine-learning machine-learning-algorithms machine-learning-models multilayer-perceptron python random-forest-classifier self-organizing-map single-layer-perceptron

Last synced: 26 Oct 2025

https://github.com/huggingface/neuralcoref-models

✨ Models for the NeuralCoref coreference resolution module

coreference coreference-resolution machine-learning machine-learning-models models nlp python spacy spacy-extension spacy-models statistical-models

Last synced: 27 Feb 2026

https://github.com/aydinnyunus/cancerdetection

Breast Cancer Detection

breast-cancer breast-cancer-detection breast-cancer-diagnosis breast-cancer-prediction breast-cancer-wisconsin cancer cancer-data cancer-detection deep-learning deep-neural-networks deeplearning machine-learning machine-learning-algorithms machine-learning-models machinelearning machinelearning-python makine makine-ogrenmesi medicine medicineworks

Last synced: 29 Jan 2026

https://github.com/pottekkat/dog-eyes

This notebook builds a multiclass image classifier for classifying dog breeds using TensorFlow 2.0 and TensorFlow Hub.

dog-breed-classifier jupyter-notebook kaggle-competition machine-learning machine-learning-models tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 24 Apr 2025

https://github.com/rjlovespy/house-price-predictor

A Tkinter GUI whose predictions are based on an ML model that is trained by Random Forest Regressor

cx-freeze gui-development jupyter-notebook machine-learning-models numpy pandas py-to-exe python random-forest-regression scikit-learn tkinter-gui

Last synced: 19 Apr 2025

https://github.com/burhanahmed1/CompuWorth

Data Analysis, training Machine Learning models, and Model Evaluation and Refinement for LaptopPricing dataset.

data-analysis-project data-analytics-project data-aquisition data-wrangling datascience exploratory-data-analysis insights jupyter-notebook machine-learning machine-learning-models matplotlib model-evaluation-and-refinement numpy pandas python scikit-learn scipy-stats seaborn

Last synced: 24 Dec 2025

https://github.com/kawchar85/interactivemodelcomparator

A web-based tool designed for comparing output images from different machine learning models on the same dataset.

computer-vision fastapi image-viewer image-viewing image-visualization image-visualizer javascript machine-learning-models research

Last synced: 23 Oct 2025

https://github.com/kedhareswer/ml_projects

My collection of machine learning projects and experiments.

computer-vision data-analysis data-science data-visualization datascience-machinelearning machine-learning machine-learning-algorithms machine-learning-models machinelearningprojects

Last synced: 07 Apr 2026

https://github.com/kanchanraiii/crop-recommendation-system

crop-recommendation machine-learning-models random-forest streamlit-webapp

Last synced: 30 Jan 2026

https://github.com/ahsan-83/machine-learning-specialization-coursera

Machine Learning Specialization course offered by DeepLearning.AI on Coursera

andrew-ng-machine-learning classification coursera linear-regression logistic-regression machine-learning machine-learning-algorithms machine-learning-coursera machine-learning-models mathematical-modelling mathematical-optimization numpy pandas python-programming regularization scikit-learn tensorflow

Last synced: 20 Apr 2026

https://github.com/MaklonFR/Movie-Recomendation-System

Submision Dicoding Indonesia - Machine Learning Terapan (Movie Recomendation)

collaborative-filtering content-based-filtering dicoding-submission machine-learning machine-learning-algorithms machine-learning-models movie-recommendation-app

Last synced: 14 Aug 2025

https://github.com/IBM/MAX-Nucleus-Segmenter

Identify nuclei in a microscopy image and assign each pixel of the image to a particular nucleus

deep-learning docker-image machine-learning machine-learning-models medical-image-analysis object-detection tensorflow

Last synced: 13 May 2025

https://github.com/burhanahmed1/automobiles-machinelearning-analysis

Data Analysis, training Machine Learning models, and Model Evaluation and Refinement for AutoMobiles dataset.

data-acquisition data-analysis-project data-science data-wrangling exploratory-data-analysis insights machine-learning machine-learning-models matplotlib model-evaluation-and-refinement numpy pandas python scikit-learn scipy-stats seaborn

Last synced: 29 Mar 2025

https://github.com/rahamniabdelkaderseifelislem/prodigy_ml_02

Task 2 of the Prodigy InfoTech ML internship which involves Creation of K-means clustering algorithm to group customers of a retail store based on their purchase history.

clustering k-means k-means-clustering k-means-implementation-in-python machine-learning machine-learning-algorithms machine-learning-models plotly

Last synced: 13 Feb 2026

https://github.com/maklonfr/movie-recomendation-system

Submision Dicoding Indonesia - Machine Learning Terapan (Movie Recomendation)

collaborative-filtering content-based-filtering dicoding-submission machine-learning machine-learning-algorithms machine-learning-models movie-recommendation-app

Last synced: 16 Feb 2026

https://github.com/rahamniabdelkaderseifelislem/prodigy_ml_01

Task 1 of the Prodigy InfoTech ML internship which involves building a basic Linear Regression model.

linear-regression machine-learning machine-learning-models predictive-modeling python scikit-learn

Last synced: 25 Jan 2026

https://github.com/hamza-shabbir-ansari/teachable-machine

Teachable Machine Clone is a responsive web app that integrates machine learning models for image, sound, and pose recognition. Train and test models with custom data like animals, sounds, and poses. Built using HTML, CSS, JavaScript, jQuery, and SCSS.

machine-learning machine-learning-models machinelearning models teachable-machine webdeveloper webdevelopment website

Last synced: 28 Feb 2026

https://github.com/karthikyandrapu/diabetesprediction

Develop an advanced Diabetes Prediction model using state-of-the-art data science methodologies and ML algorithms.

diabetes-detection diabetes-prediction diabetes-prediction-model machine-learning machine-learning-algorithms machine-learning-models ml ml-project mlops project streamlit streamlit-webapp

Last synced: 05 Jul 2025

https://github.com/svaniksharma/relevancevectormachine.jl

An implementation of a relevance vector machine, a sparse Bayesian version of a SVM

classification-models julia julia-package machine-learning machine-learning-algorithms machine-learning-models regression-models relevance-vector-machine

Last synced: 05 Mar 2026

https://github.com/j4nn0/machine-learning-pca-svm

PCA applied on images and Naive Bayes Classifier to classify them. Validation, cross validation and grid search with multi class SVM

classification-algorithm dataset kfold-cross-validation linear-kernel machine-learning machine-learning-algorithms machine-learning-models machine-learning-practice machine-learning-tutorials naive-bayes-classification naive-bayes-classifier naive-bayes-implementation pca-analysis pca-implementation pca-mode-visualization pca-predict rbf-kernel svm-classifier svm-training training-dataset

Last synced: 14 Aug 2025

https://github.com/basemax/colorizeblackwhiteimagepython

Colorize black & white images, using machine learning in Python

colorize colorize-image colorizer cv2 deep-learning image-colorizer machine-learning machine-learning-models machine-learning-practice machine-learning-projects machine-learning-tutorials opencv py python python3

Last synced: 19 Apr 2026

https://github.com/jdavydovportfolio/careerpredictor

A project leveraging AI and Machine Learning (Logistic Regression) to predict graduate job placements. Includes data preprocessing, exploratory analysis, and predictive modeling.

artificial-intelligence exploratory-data-analysis jupyter-notebook linear-regression logistic-regression machine-learning machine-learning-algorithms machine-learning-models matplotlib ml numpy pandas pandas-dataframe predictive-modeling programming python scikit-learn

Last synced: 16 Feb 2026

https://github.com/adilshamim8/ml-roadmap-and-notes

ML Roadmap and Notes A structured guide to Machine Learning, featuring notes and resources on key concepts, algorithms, and tools for learners of all levels.

ai artificial-intelligence data-science deep-learning deep-learning-projects machine-learning machine-learning-algorithms machine-learning-library machine-learning-models machine-learning-practice machine-learning-projects machine-learning-tutorials

Last synced: 15 Mar 2025

https://github.com/sweetpand/nlp-best-practices

LSTM, RNN, all best practices

clustering deep-learning lstm machine-learning machine-learning-models multi-task-learning nlp rnn rnn-pytorch rnn-tensorflow word-emeddings

Last synced: 17 Oct 2025

https://github.com/dagshub/open-source-ml-models

This repository holds open-source machine learning models for various domains ready to download and use

ai dagshub hacktoberfest hacktoberfest-2023 machine-learning machine-learning-models machinelearning models open-source opensource

Last synced: 19 Mar 2026

https://github.com/jpcadena/solid-principles-machine-learning

S.O.L.I.D. Principles for Machine Learning project.

clean-code data-analysis data-engineering data-science deep-learning dependency-inversion-principle design-patterns design-principles interface-segregation-principle liskov-substitution-principle machine-learning machine-learning-models mlops models open-closed-principle pylint python single-responsibility-principle software-engineering solid-principles

Last synced: 07 Jun 2026

https://github.com/smola/plangid

A programming language detection library and command line tool written in Python.

language-detection machine-learning-models programming-language-identification python

Last synced: 03 Apr 2025

https://github.com/mhahsler/r-pmml

Generate PMML for various machine learning and statistical models.

interoperability machine-learning-models pmml

Last synced: 01 Jun 2026

https://github.com/nextgencodes/dspath

Collecting DS methods in one place

arduino data-science data-science-projects deep deep-learning deep-neural-networks gpu iot jetson machine-learning machine-learning-algorithms machine-learning-models nvidia raspberrypi robotics

Last synced: 09 Apr 2026

https://github.com/himel-sarder/build-own-simple-linear-regression-model

This project demonstrates the creation of a simple linear regression model from scratch using Python. The model predicts sales based on TV advertising spend.

create-ml-model-with-python machine-learning machine-learning-algorithms machine-learning-models machinelearning ml python

Last synced: 19 Apr 2026

https://github.com/riddhis2226/titanic-survival-data-analysis

Titanic-Survival-Data-Analysis : Analyze passenger data from the Titanic to predict survival based on features like age, gender, class, and fare.

data-analysis data-mining data-science data-visualization database jupyter-notebook machine-learning-models machinelearning-python plotlyjs python3

Last synced: 01 May 2026

https://github.com/jbris/kedro-testing

Testing Kedro

kedro kedro-catalog kedro-hook kedro-plugin kedro-tutorial machine-learning machine-learning-models mlops mlops-environment mlops-project mlops-workflow

Last synced: 06 May 2026

https://github.com/mehmoodulhaq570/machine-learning-models

A repository consisting of machine learning models for predicting the future instance. More specifically this repository is a Machine Learning course for those who are interested in learning the basics of machine learning algorithms.

decision-trees gradient-descent gradient-descent-algorithm knn-algorithm linear-regression linear-regression-models logistic-regression-algorithm machine-learning-algorithms machine-learning-models ml naive-bayes-algorithm one-hot-encoding pca python random-forest-classifier scikit-learn svm-model

Last synced: 08 Apr 2025

https://github.com/virajbhutada/google-stock-price-forecasting-lstm

Analyzing and predicting Google's stock prices through detailed data exploration and advanced LSTM models. This project involves data preprocessing, creating time-series sequences, constructing and training LSTM networks, and evaluating their performance to forecast future stock prices utilizing Python and Machine Learning libraries.

data-analysis data-science data-visualization future-prediction google-dataset google-stock-price-prediction google-stocks lstm-model lstm-neural-network machine-learning machine-learning-models matplotlib model-building model-training numpy python stock-forecasting

Last synced: 27 Feb 2025

https://github.com/hanzala-bhutto/react-express-multidiseaseprediction

Multi Disease Prediction System encompassing Two Models: Heart Disease And Diabetes

express machine-learning machine-learning-models nestjs-backend python react tailwindcss

Last synced: 12 Apr 2026

https://github.com/willie-conway/datavista

DataVista is a comprehensive, production-grade data analysis and machine learning platform that combines real-time data ingestion from live APIs, interactive visualizations, statistical analysis, hypothesis testing, and machine learning model training — all in a unified, professional-grade interface. Built with React and Recharts.

analytics-platform api-integration classification coingecko-api csv-import data-analysis data-cleaning-and-preprocessing data-pipeline data-science data-visualizations etl hypothesis-testing json-export machine-learning-models open-meteo react recharts regression statistics world-bank

Last synced: 30 May 2026

https://github.com/stynamic/ml-methods

The repository has Jupyter notebooks with Python code from my YouTube series, simplifying machine learning with hands-on coding.

machine-learning-algorithms machine-learning-models machinelearning-python

Last synced: 15 May 2026

https://github.com/rcghpge/pymo

A framework in Mojo for AI/ML/DL applications and other domains.

deep-learning deep-neural-networks machine-learning machine-learning-models magic-cli max-gpu modular mojo mojo-language numpy pandas pymo python python-language scikit-learn

Last synced: 15 Mar 2025

https://github.com/burhanahmed1/data-analysis-with-python

Data-Acquisition and Basic Insights, Data Wrangling, Exploratory Data Analysis (EDA), and Training Prediction Models(Machine Learning) on two datasets.

data-analysis data-aquisition data-insights data-science data-wrangling dataanalytics datascience-machinelearning eda exploratory-data-analysis machine-learning-models matlpotlib numpy pandas practice-programming prediction-model python scikit-learn scikitlearn-machine-learning seaborn

Last synced: 24 Feb 2025

https://github.com/drisskhattabi6/data-analysis-and-ml-app

A Python desktop application using CustomTkinter for data analysis and machine learning.

custom-tkinter data-analysis data-processing data-visualization desktop-application machine-learning machine-learning-models machine-learning-pipeline tkinter

Last synced: 21 Mar 2025

https://github.com/theladev/machine-learning

This repository is focus on show u my personal projects and interests on Machine Learning and Data Science. Hope u enjoy it.

data-science machine-learning machine-learning-models pandas python scikit-learn

Last synced: 11 May 2026

https://github.com/imadsaddik/mimchat

This chat interface project allows you to integrate easily your model to chat with.

chatbot interface machine-learning-models palm-api

Last synced: 17 Jan 2026

https://github.com/rprakashdass/handsonml

A collection of practical machine learning concepts and implementations focused on enhancing understanding through hands-on examples.

google-colab machine-learning machine-learning-algorithms machine-learning-algorithms-from-scratch machine-learning-models machine-learning-projects-beginners python-notebook svm-classifier visualization

Last synced: 17 Mar 2025

https://github.com/douglasvolcato/news-subject-classification-model

Machine learning multi classification model

machine-learning machine-learning-algorithms machine-learning-models python python-script

Last synced: 03 Apr 2025

https://github.com/douglasvolcato/return-over-investment-regression-model

Return over investment machine learning regression model

machine-learning machine-learning-algorithms machine-learning-models python python-lambda regression-models

Last synced: 03 Apr 2025

https://github.com/wlodpawlowski/machine-learning-basic-datasets

Repository which consists different code snippets and projects for my personal lessons recorded at the University of San Francisco in during learning of the Machine Learning.

building-data-products data-preparation data-products gradient-descent logistic-regression machine-learning machine-learning-a-to-z machine-learning-algorithms machine-learning-library machine-learning-mathematics machine-learning-mo machine-learning-model machine-learning-models machine-learning-practice ml model-validation nlp-machine-learning random-forest regularization rf

Last synced: 11 Jun 2025

https://github.com/susmnty/client-iq

The project focuses on predicting customer status using machine learning. It classifies customers as active, inactive, or at risk. Python and ML libraries are used for data analysis and modeling. The goal is to help businesses reduce churn. It supports better decision-making through predictive insights.

business-analytics churn-prediction customer-segmentation data-preprocessing feature-engineering machine-learning-models model-evaluation

Last synced: 16 Jun 2025

https://github.com/vancenceho/50.007-machine-learning

50.005 Machine Learning - Assignments & Project

kaggle-competition machine-learning machine-learning-algorithms machine-learning-models ml-models python

Last synced: 16 May 2026

https://github.com/imnotamr/nti-projects

Projects and exercises from the NTI (National Telecommunication Institute) AI training course, covering machine learning, data preprocessing, classification, regression, clustering, deep learning, and essential freelancing skills. This repository includes practical applications, demonstrating core concepts and techniques in AI and data science

ai artificial-intelligence classification data-science deep-learning deep-learning-algorithms jupyter-notebooks machine-learning machine-learning-algorithms machine-learning-models model-evaluation national-telecommunication-institute neural-networks nti-training python regression summer-training supervised-learning tensorflow unsupervised-learning

Last synced: 11 May 2026

https://github.com/heyvaldemar/machine-learning-deep-learning-courses

Machine Learning and Deep Learning Courses on YouTube

computer-vision computer-vision-ai computer-vision-algorithms computer-vision-datasets computer-vision-tools deep-learning deep-learning-algorithms deep-learning-framework deep-learning-tutorial machine-learning machine-learning-algorithms machine-learning-api machine-learning-coursera machine-learning-interview machine-learning-library machine-learning-models machine-learning-practice machine-learning-projects machine-learning-tutorials ml

Last synced: 21 Mar 2025

https://github.com/shweta189/sms-spam-detection

Detecting Spam SMS's messages using machine learning algorithms.Utilizing NLP techniques such as tf-idf vectorization and machine learning algorithms like naive bayes and logistic regression for classifications. Integrated with Streamlit to create an interactive web app where users can input a message and instantly check if it's spam or not.

eda machine-learning-models nltk numpy pandas plotly python seaborn streamlit

Last synced: 07 Apr 2026

https://github.com/jpcadena/pharmacy-prices-prediction

Prices prediction project for Pharmacy products.

artificial-intelligence data-analysis data-science deep-learning keras machine-learning machine-learning-models neural-network numpy pandas pharmacy prediction price-prediction pylint python scikit-learn supervised-learning tensorflow

Last synced: 07 Apr 2026

https://github.com/nashish109/smart-ecommerce-fraud-detection

AI-powered system to detect fraudulent transactions in e-commerce using machine learning. Includes data preprocessing, feature engineering, and classification models like Random Forest and XGBoost. Achieved high accuracy with interpretable results for real-time detection.

classification-report-analysis data-preprocessing-and-cleaning ensemble-learning-with-xgboost feature-engineering graph-attention-networks imbalanced-data-handling machine-learning-models model-evaluation-and-metrics smote-sampling-technique

Last synced: 17 May 2026

https://github.com/mitalitete123/public-review-sentiment-analysis-nlp-

A simple Sentiment Analysis Web App built with Streamlit, scikit-learn, and NLTK. It classifies public/customer reviews into positive or negative sentiments using TF-IDF features with Naive Bayes and Logistic Regression models. The app supports dataset upload, real-time predictions, and includes a demo dataset for quick testing.

joblib machine-learning-models nlp python streamlit-webapp

Last synced: 17 May 2026

https://github.com/whereishussain/data-science

Projects related Data Visualisation, Cleaning, Preprocessing, Machine Learning, Deep Learning, ANN and CNN Projects and Model Training and Model Evaluation

data-cleaning-and-preprocessing data-science data-visualisation machine-learning machine-learning-models model-training-and-evaluation neural-networks

Last synced: 24 Jun 2025

https://github.com/salmaakhalifa199/iris_classification

Classify Iris species using K-Nearest Neighbors and explore dataset visualization and evaluation metrics.

classification data-visualization iris-dataset knn machine-learning-models python-3

Last synced: 26 Apr 2026

https://github.com/gfav-cybergeek/prodigy_ml_01

A linear regression model to predict house prices based on square footage, number of bedrooms, and bathrooms. Includes feature engineering, preprocessing, and model evaluation.

ai airtificialintelligence algorithms algorithms-and-data-structures data-structures data-visualization jupyter jupyter-notebook jupyterlab machine-learning machine-learning-algorithms machine-learning-models python

Last synced: 05 Apr 2025

https://github.com/jelhamm/model-ensembles-boosting-in-machine-learning

"This repository contains implementations of Boosting method, popular techniques in Model Ensembles, aimed at improving predictive performance by combining multiple models. by using titanic database."

boosting boosting-algorithms boosting-ensemble boosting-machine data-analysis database-analysis datamining datamining-algorithms jupyter-notebook machine-learning machine-learning-models machine-learning-projects matplotlib-python model-ensemble module numpy-library pandas-library python sklearn-library

Last synced: 16 May 2026

https://github.com/rembertdesigns/nfl-big-data-bowl-2026

Predictive modeling using pre-snap NFL tracking data to anticipate play outcomes for the 2026 Big Data Bowl. Includes feature engineering, data pipelines, and exploratory football analytics.

analytics big-data-bowl graph-neural-networks machine-learning machine-learning-models nfl nfl-stats predictive-modeling sports-analytics tracking-data

Last synced: 21 Jul 2025