lightgbm

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jodiambra / Rusty-Bargain-Car-Market-Value

We build a model to predict the value of used cars, while also considering speed and quality of the prediction.

machine-learning pipeline random-forest numpy linear-regression cross-validation xgboost lightgbm decision-tree timeit catboost ordinal-encoder plotly-express label-encoder mean-squared-error knnimputer iterative-imputer

Updated Apr 4, 2023
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akthammomani / AI_powered_heart_disease_risk_assessment_app

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Build a Web App called AI-Powered Heart Disease Risk Assessment App

python machine-learning random-forest pandas-dataframe sklearn jupyter-notebook classification lightgbm ensemble-learning logistic-regression beautifulsoup catboost shap optuna heart-disease-prediction streamlit-webapp streamlit-sharing

Updated Jun 13, 2024
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aja512 / Titanic-Dataset-Data-Analysis-using-R

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Simple Data Analysis Techniques in R

lightgbm feature-engineering binarization ggplot

Updated Apr 22, 2021
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fonsofhervella / capstone_project

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Repository for the Capstone Project of the MBD-PT January 2022. This repository contains several notebooks performing detailed analysis of the data, identification of Market Drivers, segmentation of stores, predictions of future sales and design of appropriate promotional strategies to extract the most value upon Beer sales in Spain

sales beer clustering eda xgboost forecasting lightgbm strategy drivers segmentation arima spain promotions

Updated Jul 11, 2023
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toniesteves / nyc-airbnb-data-analysis

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Um projeto “end-to-end” de Machine Learning em dados do Airbnb.

data-science data machine-learning random-forest machine-learning-algorithms airbnb data-visualization lightgbm data-analysis xgboost-algorithm

Updated Dec 8, 2022
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miedlev / Kaggle-Otto-Group-Product-Classification

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Kaggle's: Machine Learning from Otto Group Product Classification Challenge. Demonstrates basic machine learning, analysis, and visualization techniques.

python machine-learning random-forest lightgbm ensemble-learning jupyter-notebooks gradient-boosting otto-group-product

Updated Oct 1, 2020
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jodiambra / Interconnect-Telecom-Churn-Predictions

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The telecom operator Interconnect would like to forecast churn of their clients. To ensure loyalty, those who are predicted to leave will be offered promotional codes and special plans.

machine-learning pipeline cross-validation eda xgboost lightgbm adaboost churn-prediction gradientboosting smote catboost roc-auc gridsearchcv profile-report

Updated May 14, 2023
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RajKulk16 / Post-Graduation-Admission-Prediction

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Prediction using HistGBM and LightGBM

regression lightgbm histgbm

Updated Dec 24, 2022
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RajKulk16 / Boston-House-Price-Prediction

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Flask Web Application

docker flask ci-cd lightgbm random-forest-regression median-imputation

Updated Aug 3, 2023
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jodiambra / Tinder-Relationship-Predictions-Website

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Exploratory data analysis and predictive modeling using Tinder matching data. Model predicts whether you would find a relationship or not. The EDA was showcased with a web application, in collaboration with software engineer students. This project was part of Practicum Code Pudding 2.0 competition.