ML-Ensemble – high performance ensemble learning

Python package for stacking (machine learning technique)

Deep fusion project of deeply-fused nets, and the study on the connection to ensembling

A minimal Automatic Machine Learning (AutoML) solution for tabular datasets based on PyTorch

Snapshot Ensembles in Torch (Snapshot Ensembles: Train 1, Get M for Free)

Stacked Generalization (Ensemble Learning)

An implementation of Caruana et al's Ensemble Selection algorithm in Python, based on scikit-learn

We present MocapNET, an ensemble of SNN encoders that estimates the 3D human body pose based on 2D joint estimations extracted from monocular RGB images. MocapNET provides BVH file output which can be rendered in real-time or imported without any additional processing in most popular 3D animation software. The proposed architecture achieves 3D human pose estimations at state of the art rates of 400Hz using only CPU processing.

Deep Neural Network Ensembles for Time Series Classification

An innovative technique that constructs an ensemble of decision trees and converts this ensemble into a single, interpretable decision tree with an enhanced predictive performance

A collection of codes for 'how far can we go with MNIST' challenge

Keras callback function for stochastic weight averaging

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

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

numpy 实现的 周志华《机器学习》书中的算法及其他一些传统机器学习算法

subsemble R package for ensemble learning on subsets of data

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

Machine learning toolkits with Python

An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.

[ECCV 2020] Code release for paper "Resolution Switchable Networks for Runtime Efficient Image Recognition" (In Pytorch and Tensorflow)

NLP学习笔记的Notebook，包含经典模型的理解与相关实践。

R package - Dynamic Ensembles for Time Series Forecasting

Repository for the AdaptiveRandomForest algorithm implemented in MOA 2016-04

Trying the Ifood Challenge 2018

BNote - Open Source Ensemble Management

In depth machine learning resources

Ensemble code for Resnet in Tensorflow slim