ensemble-learning

Here are 1,005 public repositories matching this topic...

WajdiBenSaad / Tree_Based_Models

All (almost) tree models. reference Repo with ready to use codes and functions

machine-learning statistics random-forest machine-learning-algorithms xgboost gbm ensemble-learning decision-trees boosting-algorithms bagging

Updated Jul 3, 2019

being-aerys / Machine_Learning_CS534_Fall-2018

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Linear Regression with L2 Regularization, Online, Average, and Polynomial Kernel Perceptron for Optical Character Recognition, Decision Tree Ensemble, Random Forest, AdaBoost

machine-learning random-forest linear-regression ensemble-learning perceptron adaboost decision-tree average-perceptron polynomial-kernel

Updated May 18, 2019
Python

dintellect / EmployeeChurn_Analysis_and_Prediction

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Employee Churn Analysis, Feature Importance and Prediction Using Ensembling Model

visualization visualisation ensemble-learning matplotlib predictive-modeling churn-prediction ensemble-machine-learning churn-analysis churn-modelling

Updated May 3, 2021
Jupyter Notebook

dldmarnell / risky-business

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Predict credit risk with machine learning techniques.

machine-learning scikit-learn classification ensemble-learning resampling imbalanced-classification imbalanced-learn

Updated Sep 16, 2021
Jupyter Notebook

rakesh2009 / Prediction_of_cab_booking

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Predicting the cab booking using ML algorithms by considering the various conditions of seasons, day timing, & environment

python ml ensemble-learning feature-engineering regression-analysis gridsearchcv correlation-analysis outlier-analysis missing-values-analysis

Updated Jun 7, 2021
Jupyter Notebook

leokraft / Proseminar_Boosting-Bagging-Ensemble_learning

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A seminary paper intended to give a brief introduction on the topic of "Boosting, Bagging and Ensemble learning".

machine-learning random-forest ensemble-learning adaboost boosting bagging

Updated Apr 1, 2022
TeX

Iron486 / SPWLA_PDDA_SIG_machine_learning_competition

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machine-learning pipelines ensemble-learning data-cleaning regression-analysis well-logs missing-values

Updated Jun 2, 2022
Jupyter Notebook

nicovandenhooff / wids-datathon-2022

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This repository contains solution for the 2022 Women in Data Science Kaggle competition that I participated in, which obtained a top 10% leaderboard standing.

machine-learning scikit-learn exploratory-data-analysis data-visualization kaggle datascience xgboost lightgbm ensemble-learning energy-consumption catboost women-in-data-science

Updated Mar 6, 2022
Jupyter Notebook

AnGoraGou / weight_seed_ensemble

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Implementation of ensemble method requires different models, to get different models it is better to have different pretrained model as initialising weight (seed weights ). In this repository a simple code has been implemented to generate such seed weights for ensembling.

ensemble-learning uncertainty-quantification uncertainty-estimation knowledge-distillation

Updated Aug 19, 2022
Python

abdulhakkeempa / house-price-prediction

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machine-learning ai kaggle xgboost ensemble-learning data-cleaning boosting house-price-prediction

Updated Jul 15, 2023
Jupyter Notebook

i-l-sokolov / Simpsons_classification_with_ensembles_of_models

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Automation of model training and ensemble creation for making predictions in a Kaggle competition submission.

clustering ensemble-learning resnet greedy-algorithms torchvision efficientnet

Updated May 2, 2023
Python

ishmam-br10 / Machine-Learning-Models

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This codes are from a research project of mine that I conducted under the supervision of department of CSE , BRAC University

python machine-learning random-forest linear-regression regression naive-bayes-classifier ensemble-learning support-vector-machines knn-classification simple-linear-regression xgboost-classifier

Updated Aug 14, 2023
Python

Axik0 / PWD

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4h task for sber DS contest

data-science ensemble-learning xgboost-classifier

Updated Oct 16, 2023
Jupyter Notebook

fatimaAfzaal / Diabetes-Prediction-Project-Using-Voting-Classifier

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This project focuses on predicting the likelihood of a person having diabetes based on various health-related attributes. It employs a Voting Classifier, which combines the predictions of multiple machine learning models, to improve prediction accuracy.

python machine-learning voting machine-learning-algorithms jupyter-notebook ensemble-learning diabetes ensemble-model diabetes-prediction votingclassifier

Updated Sep 19, 2023
Jupyter Notebook

A5HU705H / Currency-Prediction-Challenge

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An ensemble model created to classify images of currencies of 211-different classes. Winning entry for the https://www.kaggle.com/competitions/currency-prediction-challenge with around 88% accuracy.

python machine-learning computer-vision kaggle-competition ensemble-learning ensemble-classifier colab-notebook

Updated Dec 3, 2023
Jupyter Notebook

yogeshselvarajan / Computational-Intelligence-Lab

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Repository for Computational Intelligence Laboratory exercises in the 7th semester of the UG CSE program at Mepco Schlenk Engineering College, Sivakasi, Tamil Nadu.