ensemble-learning

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

A collection of research papers on decision, classification and regression trees with implementations.

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

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

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

A Julia machine learning framework

ML-Ensemble – high performance ensemble learning

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

Python package for stacking (machine learning technique)

A curated list of awesome imbalanced learning papers, codes, frameworks, and libraries. | 类别不平衡学习：论文、代码、框架与库

A full pipeline AutoML tool for tabular data

(AAAI' 20) A Python Toolbox for Machine Learning Model Combination

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

RMDL: Random Multimodel Deep Learning for Classification

A Python library for dynamic classifier and ensemble selection

Machine learning for C# .Net

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

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

A package that makes it trivial to create and evaluate machine learning pipeline architectures.

Ensemble learning related books, papers, videos, and toolboxes

Scikit-learn compatible estimation of general graphical models

Stacked Generalization (Ensemble Learning)

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

Federated Knowledge Extraction Framework

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

DeepSuperLearner - Python implementation of the deep ensemble algorithm

Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"