All Categories → Machine Learning → ensemble

Top 18 ensemble open source projects

Fast and flexible AutoML with learning guarantees.

✭ 3,340

python Jupyter Notebook deep-learning machine-learning tensorflow gpu automl neural-architecture-search ensemble learning-theory distributed-training tpu

Ensemble-Pytorch

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

✭ 407

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

AdaptiveRandomForest

Repository for the AdaptiveRandomForest algorithm implemented in MOA 2016-04

✭ 28

java random-forest classification ensemble ensemble-learning decision-trees concept-drift moa datastream

transformer

Neutron: A pytorch based implementation of Transformer and its variants.

resnet-ensemble

Ensemble code for Resnet in Tensorflow slim

✭ 14

python shell deep-learning tensorflow ensemble resnet

subsemble

subsemble R package for ensemble learning on subsets of data

✭ 40

r machine-learning big-data machine-learning-algorithms cross-validation ensemble ensemble-learning

keras-stochastic-weight-averaging

Keras callback function for stochastic weight averaging

✭ 53

python deep-learning keras callback ensemble weights callback-functions keras-callback keras-implementations stochasticweightaveraging weightaveraging stochastic-weight-averaging

Machine-learning-toolkits-with-python

Machine learning toolkits with Python

✭ 31

Jupyter Notebook python bootstrap machine-learning metrics scikit-learn evaluation cross-validation ensemble ensemble-learning roc grid-search

Deep-Vessel

kgpml.github.io/deep-vessel/

✭ 52

Jupyter Notebook python convnet ensemble ensemble-learning convolutional-neural-networks blood-vessels diabetic retinopathy angiography

bagging pu

Simple sklearn based python implementation of Positive-Unlabeled (PU) classification using bagging based ensembles

✭ 73

Jupyter Notebook machine-learning sklearn ensemble semi-supervised positive-unlabeled-learning

modeltime.ensemble

Time Series Ensemble Forecasting

✭ 65

r time timeseries time-series forecast forecasting ensemble ensemble-learning r-package stacking tidymodels stacking-ensemble modeltime

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

✭ 88

Jupyter Notebook python ensemble class-imbalance ensemble-model imbalanced-data mesa imbalanced-learning ensemble-machine-learning imbalance-classification meta-learning-algorithms imbalanced-learn meta-sampler meta-training

NLP Quickbook

NLP in Python with Deep Learning

✭ 516

Jupyter Notebook python HTML nlp natural-language-processing text-classification natural-language spacy ensemble tutorial-code language-processing spacy-nlp spell-correction practitioners

ijcnn19ensemble

Deep Neural Network Ensembles for Time Series Classification

✭ 106

python deep-neural-networks deep-learning ensemble time-series-classification

forecastVeg

A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health in Python

✭ 44

python r machine-learning h2o prediction artificial-intelligence hyperparameters forecasting gbm ensemble satellite-imagery modis drought ensemble-model landuse vegetation-health

bnote

BNote - Open Source Ensemble Management

✭ 20

javascript PHP CSS HTML Less SCSS collaboration band organizer ensemble groupware orchestra music-organization

imbalanced-ensemble

Class-imbalanced / Long-tailed ensemble learning in Python. Modular, flexible, and extensible. | 模块化、灵活、易扩展的类别不平衡/长尾机器学习库

✭ 199

python data-science machine-learning data-mining scikit-learn sklearn classification ensemble ensemble-learning class-imbalance ensemble-model imbalanced-data imbalanced-learning long-tail multi-class-classification imbalanced-classification ensemble-imbalanced-learning

kaggle humpback whale identification

68th palce solution in Kaggle Humpback Whale Identification.

✭ 13

python keras ensemble whale-recognition-model

1-18 of 18 ensemble projects