ensemble
There are 355 repositories under ensemble topic.
tensorflow/adanet
Fast and flexible AutoML with learning guarantees.
mljar/mljar-supervised
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
TorchEnsemble-Community/Ensemble-Pytorch
A unified ensemble framework for PyTorch to improve the performance and robustness of your deep learning model.
flennerhag/mlens
ML-Ensemble – high performance ensemble learning
FORTH-ModelBasedTracker/MocapNET
We present MocapNET, a real-time method that estimates the 3D human pose directly in the popular Bio Vision Hierarchy (BVH) format, given estimations of the 2D body joints originating from monocular color images. Our contributions include: (a) A novel and compact 2D pose NSRM representation. (b) A human body orientation classifier and an ensemble of orientation-tuned neural networks that regress the 3D human pose by also allowing for the decomposition of the body to an upper and lower kinematic hierarchy. This permits the recovery of the human pose even in the case of significant occlusions. (c) An efficient Inverse Kinematics solver that refines the neural-network-based solution providing 3D human pose estimations that are consistent with the limb sizes of a target person (if known). All the above yield a 33% accuracy improvement on the Human 3.6 Million (H3.6M) dataset compared to the baseline method (MocapNET) while maintaining real-time performance
vecxoz/vecstack
Python package for stacking (machine learning technique)
NirantK/NLP_Quickbook
NLP in Python with Deep Learning
carefree0910/carefree-learn
Deep Learning ❤️ PyTorch
ZhiningLiu1998/imbalanced-ensemble
🛠️ Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库
ZhiningLiu1998/self-paced-ensemble
[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
polimi-ispl/icpr2020dfdc
Video Face Manipulation Detection Through Ensemble of CNNs
zlmzju/fusenet
Deep fusion project of deeply-fused nets, and the study on the connection to ensembling
ikki407/stacking
Stacked Generalization (Ensemble Learning)
benedekrozemberczki/shapley
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
fengyang95/tiny_ml
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
gaohuang/SnapshotEnsemble
Snapshot Ensembles in Torch (Snapshot Ensembles: Train 1, Get M for Free)
dclambert/pyensemble
An implementation of Caruana et al's Ensemble Selection algorithm in Python, based on scikit-learn
langnico/global-canopy-height-model
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.
hfawaz/ijcnn19ensemble
Deep Neural Network Ensembles for Time Series Classification
ZhiningLiu1998/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
phuijse/bagging_pu
Simple sklearn based python implementation of Positive-Unlabeled (PU) classification using bagging based ensembles
NVIDIA-Merlin/systems
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.
IBCNServices/GENESIM
[DEPRECATED] 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
astra-vision/PaSCo
[CVPR 2024 Oral - Best paper award candidate] Official repository of "PaSCo: Urban 3D Panoptic Scene Completion with Uncertainty Awareness"
business-science/modeltime.ensemble
Time Series Ensemble Forecasting
nredell/shapFlex
An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model
hfxunlp/transformer
Neutron: A pytorch based implementation of Transformer and its variants.
hwalsuklee/how-far-can-we-go-with-MNIST
A collection of codes for 'how far can we go with MNIST' challenge
kristpapadopoulos/keras-stochastic-weight-averaging
Keras callback function for stochastic weight averaging
LIANGQINGYUAN/NLP-Notebook
NLP学习笔记的Notebook，包含经典模型的理解与相关实践。
RubixML/Housing
An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.
Burf/ModelSoups
ModelSoups for Tensorflow2 and Torch
JohnNay/forecastVeg
A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health in Python
mannyray/KalmanFilter
Kalman filter sanctuary - including continuous-discrete extended Kalman filter. Bring additional filters here for a bigger collection.