ensemble-model

There are 2 repositories under ensemble-model topic.

RGF-team / rgf
Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one written in C++, along with various language-specific wrappers.
machine-learning ml decision-trees ensemble-model decision-forest regularized-greedy-forest rgf kaggle
Language:C++ 371
titu1994 / Snapshot-Ensembles
Snapshot Ensemble in Keras
deep-learning ensemble-model keras paper
Language:Python 302
imbalanced-ensemble
ZhiningLiu1998 / imbalanced-ensemble
Class-imbalanced Ensemble Learning in Python. | 类别不平衡/长尾机器学习库
machine-learning class-imbalance imbalanced-learning imbalanced-classification imbalanced-data ensemble-learning ensemble-model multi-class-classification long-tail classification scikit-learn python3 ensemble-imbalanced-learning sklearn python data-science data-mining ensemble
Language:Python 286
self-paced-ensemble
ZhiningLiu1998 / self-paced-ensemble
ICDE'20 | A general & effective ensemble framework for imbalanced classification. | 泛用，高效，鲁棒的类别不平衡学习框架
imbalance-classification ensemble-learning imbalanced-learning imbalanced-data ensemble-methods machine-learning python3 ensemble ensemble-model classification pypi class-imbalance imbalanced-learn
Language:Python 248
minerva-ml / open-solution-toxic-comments
Open solution to the Toxic Comment Classification Challenge
data-science machine-learning deep-learning kaggle python nlp kaggle-competition pipeline challenge prediction ensemble-model neptune python3 competition
Language:Python 153
mesa
ZhiningLiu1998 / mesa
NeurIPS’20 | Build powerful ensemble class-imbalanced learning models via meta-knowledge-powered resampler. | 设计元知识驱动的采样器解决类别不平衡问题
imbalanced-learning imbalanced-data meta-learning-algorithms meta-sampler ensemble ensemble-model ensemble-machine-learning mesa meta-training class-imbalance imbalance-classification imbalanced-learn
Language:Jupyter Notebook 103
tlverse / sl3
💪 🤔 Modern Super Learning with Machine Learning Pipelines
machine-learning ensemble-learning ensemble-model model-selection stacking r r-package regression data-science statistics
Language:JavaScript 98
jaswindersingh2 / SPOT-RNA
RNA Secondary Structure Prediction using an Ensemble of Two-dimensional Deep Neural Networks and Transfer Learning.
rna rna-secondary-structure deep-learning transfer-learning ensemble-model resnet blstm-neural-networks tensorflow rna-secondary-structure-prediction canonical-base-pairs noncanonical-base-pairs pseudoknot-base-pairs pdb-dataset bprna-dataset multiplets-base-pairs lone-pairs machine-learning rna-structure rna-structural-analysis rna-structure-motifs
Language:Perl 91
FernandoLpz / Stacking-Blending-Voting-Ensembles
This repository contains an example of each of the Ensemble Learning methods: Stacking, Blending, and Voting. The examples for Stacking and Blending were made from scratch, the example for Voting was using the scikit-learn utility.
ensemble-learning ensemble-machine-learning ensemble-classifier ensemble-model stacking stacking-ensemble blending voting machine-learning
Language:Python 51
JohnNay / forecastVeg
A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health in Python
machine-learning h2o landuse gbm satellite-imagery vegetation-health modis drought prediction forecasting artificial-intelligence python hyperparameters ensemble-model ensemble r
Language:Python 45
alicex2020 / Deep-Learning-Lie-Detection
Use machine learning models to detect lies based solely on acoustic speech information
machine-learning deep-learning mfcc mfcc-analysis lie-detector acoustic-features pitch-tracking support-vector-machines ensemble-learning ensemble-model ensemble-classifier ensemble-machine-learning
Language:Jupyter Notebook 41
minerva-ml / open-solution-value-prediction
Open solution to the Santander Value Prediction Challenge :tropical_fish:
machine-learning deep-learning data-science reproducibility reproducible-experiments open-source education training python lightgbm xgboost sklearn pipeline-framework ensemble-model neptune santander competition banking-applications
Language:Python 39
arkanivasarkar / ECG-Anomaly-Detection-Using-Deep-Learning
Ensemble RNN based neural network for ECG anomaly detection
rnn lstm bilstm gru ensemble-model ecg-classification time-series gui-application
Language:MATLAB 26
disentangled-attribution-curves
csinva / disentangled-attribution-curves
Using / reproducing DAC from the paper "Disentangled Attribution Curves for Interpreting Random Forests and Boosted Trees"
interpretability random-forests machine-learning scikit-learn python statistics explainable-ai boosting ml ai stats random-forest ensemble-model feature-importance feature-engineering artificial-intelligence
Language:Python 25
mike-gimelfarb / bayesian-reward-shaping
Bayesian Reward Shaping Framework for Deep Reinforcement Learning
bayesian-inference deep-reinforcement-learning reward-shaping ensemble-model
Language:Python 21
enveda / kgem-ensembles-in-drug-discovery
Source code and data repository for "Ensembles of knowledge graph embedding models improve predictions for drug discovery"
drug-discovery ensemble-model kgem knowledge-graph machine-learning
Language:Jupyter Notebook 18
wanghsinwei / isic-2019
ISIC 2019 - Skin Lesion Analysis Towards Melanoma Detection
skin-lesion-classification transfer-learning fine-tuning isic-2019 udacity-machine-learning-nanodegree convolutional-neural-networks capstone-project melanoma skin-cancer dermatology ensemble-model out-of-distribution-detection udacity keras tensorflow
Language:HTML 17
san089 / Big_Data_Project
Fake News Detection - Feature Extraction using Vectorization such as Count Vectorizer, TFIDF Vectorizer, Hash Vectorizer,. Then used an Ensemble model to classify whether the news is fake or not.
fakenewsdetection textclassification text-mining vectorization machine-learning scikit-learn vectorizers classifiers ensemble-model news-classification
Language:Python 15
englishbook / product-matching
The code of Team Rhinobird for Mining the Web of HTML-embedded Product Data Task One at ISWC2020
product-matching text-matching bert-models ensemble-model iswc2020
Language:Python 14
shrebox / Fake-News-Detection
This repository contains supervised fake news detection on LIAR dataset. Check out the analysis details for more details.
fake-news fake-news-detection supervised-learning machine-learning neural-networks doc2vec logistic-regression mlp-classifier ensemble-model svm-classifier
Language:Jupyter Notebook 14
zmlabe / DataVizStudies
Repository for studies on data visualization in weather/climate science
ensemble-model ensemble-learning data-visualization data-science climate-models climate-change hurricanes meteorology tropical-cyclone uncertainty-estimation
Language:Jupyter Notebook 14
NMBU-Data-Science / RENT
Feature selection method based on repeated elastic net.
feature-selection elastic-net ensemble-model binary-classification regression ensemble classification
Language:Python 12
AlirezaMorsali / ENRP
Ensemble Neural Representation Networks
neural-representation ensemble-model deep-learning
Language:Jupyter Notebook 10
deveshsangwan / Skin-lesions-classification
This repo includes classifier trained to distinct 7 type of skin lesions
deep-learning machine-learning skin-lesion-classification skin-cancer skin-lesions inception inception-v3 resnet resnet-152 convolutional-neural-networks vgg vgg19 xception xception-model ensemble-learning ensemble-model ensemble-machine-learning ham10000 harvard-dataverse
Language:Jupyter Notebook 9
kaushalshetty / Stacking
Multiple Model Ensembling
machine-learning artificial-intelligence scikitlearn-machine-learning stacking ensemble-model ensemble-classifier ensemble-stacking
Language:Python 8
sid321axn / Udacity-MLND-Capstone-Gold-Price-Prediction
Capstone Project Gold Price Prediction using Machine learning Approach for Udacity Machine Learning engineer Nanodegree Program
machine-learning stock-price-prediction gold udacity-machine-learning-nanodegree udacity-nanodegree python numpy pandas matplotlib-pyplot sklearn-estimator ensemble-learning ensemble-model support-vector-regression random-forest lasso-regression ridge-regression gridsearchcv
Language:Jupyter Notebook 8
younggon2 / Research-Segmentation-Lung-CXR-COVID19
Deep learning model for segmentation of lung in CXR
deeplearning lung-segmentation chest-xray-images cxr-lungs cxr-images ensemble ensemble-model efficientnet unet unet-image-segmentation machine-learning covid-19 covid19 medical-image-analysis detection
Language:Jupyter Notebook 8
ankishb / ml-toolbox
This repo contains various data science strategy and machine learning models to deal with structure as well as unstructured data. It contains module on feature-preprocessing, feature-engineering, machine-learning-models, bayesian-parameter-tuning, etc, built using libraries such as scikit-learn, keras, h2o, xgboost, lightgbm, catboost, etc.
data-science machine-learning feature-engineering h2o bayesian-optimization text-mining entity-embedding ensemble-model statsmodels
Language:Python 7
nusnlp / greco
The official code for the "System Combination via Quality Estimation for Grammatical Error Correction" paper, published in EMNLP 2023.
deep-learning ensemble-model gec grammatical-error-correction pytorch quality-estimation re-ranking
Language:Macaulay2 7
cedoula / Credit_Risk_Analysis
Build and evaluate several machine learning algorithms to predict credit risk.
machine-learning oversampling undersampling randomoversampler smote machine-learning-algorithms cluster-centroids smoteenn balanced-random-forest ensemble-model logistic-regression
Language:Jupyter Notebook 6
cereniyim / Tree-Classification-ML-Model
Multi-label classification of various tree types
python machine-learning pandas seaborn classification ensemble-model extra-trees-classifier feature-engineering hyperparameter-tuning exploratory-data-analysis data-wrangling model-training model-evaluation
Language:Jupyter Notebook 6
krflorian / soccer_odds
Soccer fixtures prediction model. Uses ensemble of different machine learning models to increase prediction accuracy.
ensemble-model machine-learning soccer-analytics
Language:Jupyter Notebook 6
mjDelta / Kaggle-Statoil-C-CORE-Iceberg-Classifier-Challenge
Statoil/C-CORE Iceberg Classifier Challenge's codes
classification ensemble-model
Language:Jupyter Notebook 6
rush2406 / Diabetic-Retinopathy-detection
An ensembling based approach to grade severity of DR from fundus photographs
diabetic-retinopathy-detection fundus-photographs ensemble-model multiclass-classification medical-imaging
Language:Jupyter Notebook 6
yashksaini-coder / Mohs-hardness-ensemble-prediction
Mohs Hardness Prediction Project | Ensemble Models with Neural Networks, LGBM, CAT, XGB using a Voting Mechanism. 🚀💎
catboost catboostregressor ensemble-learning ensemble-machine-learning ensemble-model lgbm lgbmregressor prediction prediction-model predictive-modeling supervised-learning catboost-mo
Language:Jupyter Notebook 6
arasgungore / multiclass-classification-using-ensemble-learning
Two ensemble models made from ensembles of LightGBM and CNN for a multiclass classification problem.
categorical-cross-entropy convolutional-neural-network convolutional-neural-networks deep-learning deep-neural-networks ensemble-learning ensemble-model lightgbm machine-learning machine-learning-algorithms multiclass-classification ensemble-classifier ensemble-deep-learning ensemble-machine-learning jupyter-notebook bayessearchcv decision-trees financial-machine-learning kfold-cross-validation manifold-learning
Language:Jupyter Notebook 5

ensemble-model

RGF-team / rgf

titu1994 / Snapshot-Ensembles

ZhiningLiu1998 / imbalanced-ensemble

ZhiningLiu1998 / self-paced-ensemble

minerva-ml / open-solution-toxic-comments

ZhiningLiu1998 / mesa

tlverse / sl3

jaswindersingh2 / SPOT-RNA

FernandoLpz / Stacking-Blending-Voting-Ensembles

JohnNay / forecastVeg

alicex2020 / Deep-Learning-Lie-Detection

minerva-ml / open-solution-value-prediction

arkanivasarkar / ECG-Anomaly-Detection-Using-Deep-Learning

csinva / disentangled-attribution-curves

mike-gimelfarb / bayesian-reward-shaping

enveda / kgem-ensembles-in-drug-discovery

wanghsinwei / isic-2019

san089 / Big_Data_Project

englishbook / product-matching

shrebox / Fake-News-Detection

zmlabe / DataVizStudies

NMBU-Data-Science / RENT

AlirezaMorsali / ENRP

deveshsangwan / Skin-lesions-classification

kaushalshetty / Stacking

sid321axn / Udacity-MLND-Capstone-Gold-Price-Prediction

younggon2 / Research-Segmentation-Lung-CXR-COVID19

ankishb / ml-toolbox

nusnlp / greco

cedoula / Credit_Risk_Analysis

cereniyim / Tree-Classification-ML-Model

krflorian / soccer_odds

mjDelta / Kaggle-Statoil-C-CORE-Iceberg-Classifier-Challenge

rush2406 / Diabetic-Retinopathy-detection

yashksaini-coder / Mohs-hardness-ensemble-prediction

arasgungore / multiclass-classification-using-ensemble-learning