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ensembles

Here are 30 public repositories matching this topic...

flennerhag / mlens

ML-Ensemble – high performance ensemble learning

python machine-learning stack ensemble ensemble-learning ensembles learners stacking

Updated Sep 30, 2022
Python

SamsungLabs / pytorch-ensembles

Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning, ICLR 2020

deep-learning pytorch uncertainty ensembles iclr2020

Updated Mar 29, 2021
Jupyter Notebook

usgs / pestpp

tools for scalable and non-intrusive parameter estimation, uncertainty analysis and sensitivity analysis

optimization parallel-computing parameter-estimation optimization-tools ensembles uncertainty-quantification sensitivity-analysis global-sensitivity-analysis ensemble-methods non-intrusive

Updated Oct 7, 2022
C++

alessandrolulli / reforest

Random Forests in Apache Spark

spark random-forest distributed model-selection ensembles spark-mllib random-rotation

Updated Jun 13, 2019
Scala

damian-horna / 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

Updated Nov 6, 2022
Python

zjysteven / DVERGE

Pytorch implementation of our NeurIPS'20 *Oral* paper "DVERGE: Diversifying Vulnerabilities for Enhanced Robust Generation of Ensembles".

pytorch ensembles adversarial-robustness adversarial-attack-and-defense diversifying-vulnerabilities

Updated Feb 25, 2022
Python

ck37 / superlearner-guide

SuperLearner guide: fitting models, ensembling, prediction, hyperparameters, parallelization, timing, feature selection, etc.

cross-validation superlearner statistical-learning tmle ensembles targeted-learning

Updated Apr 17, 2019
HTML

SamsungLabs / gps-augment

Simple but high-performing method for learning a policy of test-time augmentation

deep-learning pytorch uncertainty ensembles data-augmentation robustness test-time-augmentation out-of-domain deep-ensemble domain-shift imagenet-c uai2020

Updated Aug 7, 2022
Jupyter Notebook

YKatser / CPDE

Results of the research to reproduce

python paper ensembles ruptures

Updated Sep 30, 2022
Jupyter Notebook

zemlyansky / random-forest

Random forests ported to Javascript with WebAssembly and WebWorkers

random-forest webassembly multithreading ensembles webworker

Updated Jun 23, 2022
JavaScript

nastiag67 / ecgn

Concepts used: kNN, SVM, boosting (XGBoost, Gradient boosting, Light GBM, AdaBoost, Random Forests), deep learning (CNN, LSTM), ensembles (model stacking), transfer learning.

data-science machine-learning deep-learning random-forest cnn lstm xgboost lightgbm ensembles gradient-boosting boosting

Updated Mar 29, 2022

andrewsommerlot / startml

R package for automatic hyper parameter tuning and ensembles with deep learning, gradient boosting machines, and random forests. Powered by h2o.

Updated Feb 27, 2018
R

benedekrozemberczki / Societe-General

Sponsor

Solution for ENS - Societe Generale Challenge (1st place).

competition machine-learning hacking prediction supervised-learning xgboost forecasting ensembles binary-classification panel-data differential-privacy gradient-boosting boosting winning-entry data-leakage machine-learning-competition societe-general classification-tree oild-production-forecast

Updated Dec 19, 2021
R

joekadi / Inverse-Reinforcement-Learning-Bayesian-Uncertainty

The PyTorch framework developed to enable my MSci thesis project titled: "Evaluating Uncertainty Estimation Methods For Deep Neural Network’s In Inverse Reinforcement Learning"

machine-learning deep-learning neural-network pytorch gridworld swag ensembles uncertainty-quantification inverse-reinforcement-learning mcdropout clearml objectworld

Updated Jul 13, 2021
Python

razorx89 / imageclef-med-2016-follow-up-research

Tensorflow slim based model training for ImageCLEF 2016 subfigure classification.

tensorflow convolutional-neural-networks ensembles imageclef subfigure-classification

Updated Sep 8, 2017
Python

Ragadeepthi / Tennis-Player-strength-Analysis

Tennis Player strength Analysis using Machine Learning

python machine-learning machine-learning-algorithms python3 ensemble-learning ensembles ensemble-model ensemble-machine-learning jupiter-notebook

Updated Jun 24, 2019
Jupyter Notebook

zmlabe / AntSeaIceVari

Large-scale atmospheric response to Antarctic sea ice loss

atmosphere ensembles climate-science antarctica climate-change climate-variability antarctic-sea-ice

Updated Aug 16, 2019
Python

dm-medvedev / forest-research

Methods for increasing generalization ability based on different ways of ensembles building

machine-learning thesis cpp forest jupyter-notebook ensembles decision-tree decision-tree-classifier cython-wrapper

Updated Apr 21, 2020
C++

Thom-J-H / Capstone2_Harvard_edX

Testing 21 models (machine learning ensemble) on the WDBC data set

machine-learning r machine-learning-algorithms ensembles wdbc ensemble-machine-learning

Updated Nov 19, 2019
HTML

matejcik / tcoof-trust

Ensemble-based Access Control Framework

scala ensembles access-control

Updated Jul 18, 2019
TeX

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