Topic: ensemble-learning

h2oai / h2o-3

3.9k

Open Source Fast Scalable Machine Learning Platform For Smarter Applications (Deep Learning, Gradient Boosting, Rando…

Java Updated Mar 22, 2019

justmarkham / DAT8

1.3k

General Assembly's 2015 Data Science course in Washington, DC

Jupyter Notebook Updated Apr 18, 2016

reiinakano / xcessiv

1.1k

A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.

machine-learning ensemble-learning stacked-ensembles scikit-learn data-science hyperparameter-optimization automated-machine-learning

Python Updated Jun 6, 2018 3 issues need help

kingfengji / gcForest

858

This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'

machine-learning random-forest ensemble-learning deep-forest

Python Updated Dec 21, 2018

flennerhag / mlens

456

ML-Ensemble – high performance ensemble learning

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

Python Updated Feb 8, 2019 2 issues need help

ledell / useR-machine-learning-tutorial

374

useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive http://user2016.org/tutorials/10.html

machine-learning deep-learning random-forest gradient-boosting-machine tutorial data-science ensemble-learning r

Jupyter Notebook Updated Mar 5, 2018 1 issue needs help

vecxoz / vecstack

316

Python package for stacking (machine learning technique)

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

Python Updated Jan 6, 2019

shubhomoydas / ad_examples

268

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anom…

Python Updated Feb 19, 2019

mdabros / SharpLearning

189

Machine learning for C# .Net

machine-learning csharp decision-trees adaboost gradient-boosting-machine random-forest neural-nets deep-learning ensemble-learning cross-validation metrics dotnet machine learning opensource

C# Updated Mar 3, 2019

kk7nc / RMDL

184

RMDL: Random Multimodel Deep Learning for Classification

classification ensemble-learning data-mining deep-learning text-classification image-classification text-mining tensorflow keras deep-neural-networks multimodel convolutional-neural-networks recurrent-neural-networks information-retrieval cnn rnn dnn machine-learning

Python Updated Feb 19, 2019

rickiepark / handson-ml

143

도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.

deep-learning machine-learning tensorflow scikit-learn python neural-network recurrent-neural-networks reinforcement-learning autoencoder deep-neural-networks ensemble-learning svm random-forest gradient-boosting xgboost

Forked from ageron/handson-ml Jupyter Notebook Updated Mar 12, 2019

wangheda / youtube-8m

142

The 2nd place Solution to the Youtube-8M Video Understanding Challenge by Team Monkeytyping (based on tensorflow)

youtube-8m video-understanding computer-vision deep-learning ensemble-learning tensorflow

Python Updated Sep 19, 2017

skggm / skggm

122

Scikit-learn compatible estimation of general graphical models

scikit-learn machine-learning graphical-models gaussian-graphical-models covariance-matrix ensemble-learning nonparametric rank-correlation

Python Updated Feb 17, 2019 3 issues need help

scikit-learn-contrib / DESlib

121

A Python library for dynamic classifier and ensemble selection

ensemble-learning ensemble-selection ensemble-prediction dynamic-ensembles dynamic-selection diversity diversity-measures classifier-ensembles

Python Updated Feb 20, 2019 2 issues need help

levyben / DeepSuperLearner

118

DeepSuperLearner - Python implementation of the deep ensemble algorithm

machine-learning ensemble-learning classification-algorithm

Python Updated Jun 22, 2018

dice-group / FOX

99

Federated Knowledge Extraction Framework

named-entity-recognition ensemble-learning linked-data relation-extraction

Java Updated Feb 4, 2019

alan-turing-institute / MLJ.jl

94

A Julia machine learning framework

machine-learning julia pipelines tuning data-science tuning-parameters predictive-modeling classification regression statistics clustering stacking ensemble-learning pipeline

Julia Updated Mar 20, 2019 4 issues need help

bhargavvader / pycobra

72

python library implementing ensemble methods for regression, classification and visualisation tools including Voronoi…

machine-learning-algorithms machine-learning-library aggregation predictor voronoi-diagram visualization ensemble-learning python-library scikit-learn regression classification visualisation

Python Updated Jan 4, 2019 1 issue needs help

harveybc / gym-forex

69

Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries…

evolutionary-algorithms openai-gym forex reinforcement-learning q-learning deep-q-network p2p decentralized distributed blockchain neural-network svm ensemble-learning

Python Updated Feb 4, 2019

abhishekkrthakur / pysembler

48

An automatic ensembler of machine learning models in python

machine-learning ensemble-learning

Python Updated Aug 22, 2017

KGPML / Deep-Vessel

38

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

Jupyter Notebook Updated Mar 22, 2017

subho406 / TF-Speech-Recognition-Challenge-Solution

36

Source code of the model used in Tensorflow Speech Recognition Challenge (https://www.kaggle.com/c/tensorflow-speech-…

tensorflow speech speech-recognition raspberry-pi audio-recognition neural-network deep-learning convolutional-neural-networks recurrent-neural-networks ensemble-learning scikit-learn

Jupyter Notebook Updated Mar 30, 2018 1 issue needs help

ledell / subsemble

27

subsemble R package for ensemble learning

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

R Updated Aug 1, 2017

vsmolyakov / kaggle

22

kaggle

kaggle data-science competition xgboost deep-learning random-forest ensemble-learning

Jupyter Notebook Updated Aug 25, 2018

buomsoo-kim / Machine-learning-toolkits-with-python

22

Machine learning toolkits with Python

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

Jupyter Notebook Updated Oct 7, 2017

MBKraus / Predicting_real_estate_prices_using_scikit-learn

22

Predicting Amsterdam house / real estate prices using Ordinary Least Squares-, XGBoost-, KNN-, Lasso-, Ridge-, Polyno…

Python Updated Sep 29, 2018

tlverse / sl3

20

💪

🤓

🤔 Modern Super Learning using Pipelines

machine-learning machine-learning-algorithms ensemble-learning ensemble-model model-selection stacking pipelines r

R Updated Mar 22, 2019 2 issues need help

jonghough / jlearn

19

Machine Learning Library, written in J

machine-learning convolutional-neural-networks j deep-learning gaussian-mixture-models gaussian-processes self-organizing-map principal-component-analysis k-means hierarchical-clustering lstm ensemble-learning learning rbm restricted-boltzmann-machines multilayer-perceptron-network knn-classifier clustering

J Updated Dec 11, 2018

LenzDu / Kaggle-Competition-Sberbank

18

Top 1% rankings (22/3270) code sharing for Kaggle competition Sberbank Russian Housing Market: https://www.kaggle.com…

machine-learning kaggle xgboost lightgbm python ensemble-learning regression-models

Python Updated Sep 14, 2017

xzhren / DeepForest

17

upgrade official version of gcForest v1.0.

ensemble-learning deep-learning random-forest

Python Updated Oct 31, 2017

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ensemble-learning

Repositories 171