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prediction-system

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chasebk / code_FLNN

Star 49

Prediction google trace data using Functional Link Neural Network and Optimization Algorithms such as GA, PSO, ABC,...

big-data genetic-algorithm abc ga pso cso de artificial-bee-colony bfo differential-evolution-optimization multilayer-neural-network flnn bacterial-foraging-optimization functional-link-neural-network abfo particle-swam-optimization cat-swam-optimization auto-scaling-system prediction-google-trace-data prediction-system
  • Updated Jun 25, 2021
  • Python

NhanPhamThanh-IT / SVM-Diabetes-Prediction

Star 3

🩺 Machine Learning diabetes prediction model using Support Vector Machine (SVM) classifier. Analyzes 8 medical features (glucose, BMI, age, etc.) from Pima Indian dataset to predict diabetes risk with 75-80% accuracy. Built with Python, scikit-learn, pandas. Includes data preprocessing, model training, and prediction system for diabetes..

python numpy scikit-learn machine-learning-algorithms jupyter-notebook pandas artificial-intelligence healthcare dataset supervised-learning classification data-collection support-vector-machine learning-materials model-evaluation model-training accuracy-score prediction-system train-test-split data-standardization
  • Updated Jul 25, 2025
  • Jupyter Notebook

NhanPhamThanh-IT / Salary-Prediction-Streamlit-App

Star 2

🚀 Complete ML Project: Salary Prediction using Linear Regression & Streamlit. 95.6% accuracy, interactive web interface, clean dataset, pre-trained model. Perfect for learning ML, web development, and practical HR applications.

machine-learning linear-regression prediction pandas data-visualization web-application artificial-intelligence dataset matplotlib data-preprocessing model-evaluation learning-material model-training ml-algorithms r2-score salary-prediction prediction-system streamlit sckit-learn streamlit-webapp
  • Updated Jul 26, 2025
  • Jupyter Notebook

ShreyaPatil1199 / Magic_Telescope_Classification

Star 2

Welcome to the MAGIC Gamma Telescope project! 🌌 The mission is to classify gamma rays and hadrons in astrophysics using machine learning techniques like Logistic Regression, Decision Tree, Random Forest, and Ensemble. Unraveling the universe's mysteries! 🚀 #Astrophysics #MachineLearning

open-source random-forest exploratory-data-analysis gamma-ray-astronomy classification-algorithm ensemble-machine-learning prediction-system gamma-hardon magic-telescope high-energy-particles
  • Updated Aug 26, 2023
  • Jupyter Notebook

NhanPhamThanh-IT / Linear-Lasso-Regression-Car-Price-Prediction

Star 2

🚗 Predict car prices instantly with Linear & Lasso Regression! Built with Streamlit, scikit-learn, pandas & matplotlib. Compare models, explore data, and learn ML hands-on. Fast, open source, and easy to use for students & developers!

python machine-learning linear-regression scikit-learn machine-learning-algorithms jupyter-notebook pandas artificial-intelligence supervised-learning matplotlib prediction-model model-evaluation lasso-regression learning-material model-training r2-score prediction-system streamlit streamlit-webapp
  • Updated Jul 26, 2025
  • Jupyter Notebook

Roshankikani / food-delivery-eta-prediction-system

Star 0

A full-stack machine learning architecture for food delivery ETA prediction, leveraging a DVC-driven pipeline, automated CI/CD workflows, cloud artifact management, and LGBM-based stacked regression ensemble for high-fidelity time estimations.

python docker machine-learning lightgbm cicd feature-engineering data-version-control food-delivery mlops fastapi prediction-system model-ensemble ml-deployment dvc-pipeline aws-s3-bucket dagshub eta-prediction delivery-forecasting stacking-regression
  • Updated May 11, 2025
  • Python

LORD-BASALI-69 / SVM-Diabetes-Prediction

Star 0

Predict diabetes risk using a Support Vector Machine model. Achieve high accuracy with medical indicators. Join us in this GitHub project! 🩺🤖

python machine-learning numpy svm prediction dataset supervised-learning learning-materials prediction-model diabetic-retinopathy-detection model-training binary-classifier pandas-python prediction-system train-test-split diabetes-dateset-analysis labelencoding data-standardization
  • Updated Jul 27, 2025
  • Jupyter Notebook

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