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bagging

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TorchEnsemble-Community /Ensemble-Pytorch

A unified ensemble framework for PyTorch to improve the performance and robustness of your deep learning model.

deep-learning pytorch neural-networks ensemble ensemble-learning deeplearning gradient-boosting pytorch-tutorial bagging voting-classifier

UpdatedJun 16, 2024
Python

vecxoz /vecstack

Python package for stacking (machine learning technique)

machine-learning ensemble ensemble-learning stacking bagging blending stacked-generalization explain-stacking stacking-tutorial ensembling

UpdatedNov 1, 2025
Python

a-martyn /ISL-python

Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.

bootstrap machine-learning random-forest linear-regression statistical-learning supervised-learning pca logistic-regression boosting-algorithms lda islr bagging

UpdatedJul 20, 2024
Jupyter Notebook

mlr3pipelines

mlr-org /mlr3pipelines

Dataflow Programming for Machine Learning in R

data-science machine-learning r pipelines ensemble-learning dataflow-programming r-package preprocessing stacking bagging mlr3

UpdatedNov 25, 2025
R

damianhorna /multi-imbalance

Python package for tackling multi-class imbalance problems.http://www.cs.put.poznan.pl/mlango/publications/multiimbalance/

python machine-learning decomposition balancing resampling preprocessing decision-trees class-imbalance ensembles python-package smote oversampling bagging undersampling multi-class-imbalance

UpdatedMay 17, 2024
Python

serengil /decision-trees-for-ml

Building Decision Trees From Scratch In Python

machine-learning random-forest xgboost id3 gbm lightgbm gradient-boosting-machine cart adaboost c45 decision-tree gradient-boosting boosting bagging regression-trees

UpdatedJul 28, 2025
Jupyter Notebook

sharmaroshan /Drugs-Recommendation-using-Reviews

Analyzing the Drugs Descriptions, conditions, reviews and then recommending it using Deep Learning Models, for each Health Condition of a Patient.

machine-learning data-mining deep-learning data-visualization feature-selection recommendation-system data-analysis boosting-algorithms feature-engineering data-cleaning hybrid-model bagging

UpdatedApr 29, 2020
Jupyter Notebook

nursnaaz /25DaysInMachineLearning

I will update this repository to learn Machine learning with python with statistics content and materials

python data-science machine-learning statistics random-forest numpy linear-regression machine-learning-algorithms python3 logistic-regression machinelearning modelling data-preprocessing practise decision-tree descriptive-statistics bias covariance bagging machinelearning-python

UpdatedNov 22, 2020
Jupyter Notebook

sayaliwangane /INTELLIGENT-CAREER-GUIDANCE-SYSTEM

Web application for engineering students to predict appropriate job roles using Machine learning and other guidance material like job descriptions, links to courses, etc.

css python php machine-learning numpy sklearn pandas webapp flask-application pickle knn bagging knn-classification knn-algorithm

UpdatedJul 29, 2021
PHP

Machine_Learning

SudhakarKuma /Machine_Learning

A repository of resources for understanding the concepts of machine learning/deep learning.

machine-learning clustering dimensionality-reduction preprocessing imbalanced-data smote boosting f1-score supervised-machine-learning unsupervised-machine-learning bagging knn-classification summer-school iiith seaborn-plots datacamp-projects datacamp-machine-learning critical-concepts

UpdatedJul 24, 2021
Jupyter Notebook

anishsingh20 /Statistical-Learning-using-R

This is a Statistical Learning application which will consist of various Machine Learning algorithms and their implementation in R done by me and their in depth interpretation.Documents and reports related to the below mentioned techniques can be found on my Rpubs profile.

r machine-learning-algorithms statistical-learning datascience data-analysis logistic-regression regularization decision-trees predictive-modeling polynomial-regression clustering-algorithm svm-classifier k-nn boosting generalized-additive-models supervised-machine-learning bagging depth-interpretation discriminant-anlaysis

UpdatedApr 7, 2018
R

spark-ensemble

pierrenodet /spark-ensemble

Ensemble Learning for Apache Spark 🌲

machine-learning scala spark gbm ensemble-learning stacking boosting bagging spark-ml

UpdatedSep 3, 2024
Scala

Chandrakant817 /Machine-Learning-Handwritte-Notes

Entire Machine Learning Hand Written Notes

machine-learning time-series random-forest clustering linear-regression machine-learning-algorithms pca ensemble-learning logistic-regression maths decision-trees knn dbscan kmeans-clustering stacking boosting bagging

UpdatedApr 3, 2023

frankkramer-lab /ensmic

An analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks

deep-learning study image-classification ensemble-learning stacking bagging augmenting

UpdatedJul 19, 2022
Python

ysh329 /awesome-deep-learning-finetune-experience

This repository not only contains experience about parameter finetune, but also other in-practice experience such as model ensemble (boosting, bagging and stacking) in Kaggle or other competitions.

practice deep-learning kaggle-competition ensemble-learning experience stacking fine-tuning-cnns boosting bagging finetune fine-tuning

UpdatedOct 29, 2017

wslc1314 /TextSentimentClassification

TextSentimentClassification, using tensorflow.

tensorflow hierarchical-attention-networks stacking rcnn bagging textcnn textrnn crnn textclassification

UpdatedApr 24, 2018
Python

LaxmiChaudhary /Modeling-of-strength-of-high-performance-concrete-using-Machine-Learning

bootstrap random-forest exploratory-data-analysis feature-selection supervised-learning adaboost feature-engineering gradient-boosting supervised-machine-learning decisiontree bagging knn-regression support-vector-regression regression-algorithms kfold-cross-validation ensemble-machine-learning

UpdatedOct 26, 2019
Jupyter Notebook

rafaelvareto /HPLS-HFCN-openset

Paper: Towards Open-Set Face Recognition using Hashing Functions (IJCB'17)

machine-learning paper svm hash-functions face-recognition pls open-set bagging

UpdatedOct 8, 2019
Python

zpysky1125 /Ensembling

Sklearn implement of multiple ensemble learning methods, including bagging, adaboost, iterative bagging and multiboosting

ensemble-learning boosting-algorithms bagging

UpdatedJan 9, 2018
Python

vikasgupta1812 /Machine_Learning

Predictive Machine Learning projects

machine-learning random-forest adaboost decision-trees bagging

UpdatedOct 26, 2017
HTML

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