Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

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

ML-Ensemble – high performance ensemble learning

Python package for stacking (machine learning technique)

Deep Learning ❤️ PyTorch

🛠️ Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库

[ICDE'20] ⚖️ A general, efficient ensemble framework for imbalanced classification. | 泛用，高效，鲁棒的类别不平衡学习框架

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

Stacked Generalization (Ensemble Learning)

The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).

[CVPR 2024 Oral, Best Paper Award Candidate] Official repository of "PaSCo: Urban 3D Panoptic Scene Completion with Uncertainty Awareness"

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

This repository contains the code used in the paper: A high-resolution canopy height model of the Earth. Here, we developed a model to estimate canopy top height anywhere on Earth. The model estimates canopy top height for every Sentinel-2 image pixel and was trained using sparse GEDI LIDAR data as a reference.

Deep Neural Network Ensembles for Time Series Classification

Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature stores, nearest neighbor search, and exploration strategies) into end-to-end recommendation pipelines that can be served with Triton Inference Server.

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

For our ISSTA20 paper "CoCoNuT: Combining Context-Aware Neural Translation Models using Ensemble for Program Repair" by Thibaud Lutellier, Hung Viet Pham, Lawrence Pang, Yitong Li, Moshi Wei and Lin Tan

Keras callback function for stochastic weight averaging

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