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ensemble

Here are 296 public repositories matching this topic...

tensorflow / adanet

Fast and flexible AutoML with learning guarantees.

python machine-learning deep-learning tensorflow gpu ensemble automl learning-theory neural-architecture-search distributed-training tpu

Updated Aug 30, 2021
Jupyter Notebook

mljar-supervised

mljar / mljar-supervised

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

Updated Jan 2, 2023
Python

flennerhag / mlens

ML-Ensemble – high performance ensemble learning

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

Updated Feb 24, 2023
Python

TorchEnsemble-Community / Ensemble-Pytorch

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

deep-learning pytorch neural-networks ensemble ensemble-learning deeplearning gradient-boosting pytorch-tutorial bagging voting-classifier

Updated Jan 27, 2023
Python

vecxoz / vecstack

Python package for stacking (machine learning technique)

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

Updated Sep 14, 2020
Python

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 ensembl…

demo real-time computer-vision neural-network tensorflow ensemble mocap bvh webcam gesture-recognition pose-estimation 3d-animation 3d-pose-estimation 2d-to-3d bvh-format rgb-images

Updated Feb 13, 2023
C++

NirantK / NLP_Quickbook

NLP in Python with Deep Learning

nlp natural-language-processing text-classification natural-language spacy ensemble tutorial-code language-processing spacy-nlp spell-correction practitioners

Updated Jun 21, 2022
Jupyter Notebook

carefree-learn

carefree0910 / carefree-learn

Deep Learning ❤️ PyTorch

python data-science machine-learning algorithm computer-vision deep-learning numpy tabular-data pytorch ensemble automl tabular-datasets

Updated Mar 3, 2023
Python

zlmzju / fusenet

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

mxnet fusion imagenet ensemble resnet cifar dfn

Updated Jul 12, 2018
Jupyter Notebook

self-paced-ensemble

ZhiningLiu1998 / self-paced-ensemble

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

machine-learning pypi python3 classification ensemble ensemble-learning class-imbalance ensemble-model imbalanced-data imbalanced-learning ensemble-methods imbalance-classification imbalanced-learn

Updated Feb 25, 2023
Python

ikki407 / stacking

Stacked Generalization (Ensemble Learning)

scikit-learn prediction xgboost ensemble ensemble-learning stacking

Updated Dec 21, 2017
Python

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

machine-learning clustering numpy svm regression python3 classification gbdt ensemble decision-tree dimension-reduction boosting lr

Updated Dec 6, 2019
Python

imbalanced-ensemble

ZhiningLiu1998 / imbalanced-ensemble

Class-imbalanced / Long-tailed ensemble learning in Python. Modular, flexible, and extensible. | 模块化、灵活、易扩展的类别不平衡/长尾机器学习库

python data-science machine-learning data-mining scikit-learn sklearn python3 classification ensemble ensemble-learning class-imbalance ensemble-model imbalanced-data imbalanced-learning long-tail multi-class-classification imbalanced-classification ensemble-imbalanced-learning

Updated Mar 3, 2023
Python

shapley

benedekrozemberczki / shapley

Sponsor

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

classifier machine-learning deep-learning random-forest ensemble ensemble-learning game-theory voting-classifier random-forest-classifier explainable-ai explainable-ml weighted-voting-games shapley owen shapley-value game-theory-toolbox voting-game

Updated Jan 22, 2023
Python

gaohuang / SnapshotEnsemble

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

deep-learning torch ensemble

Updated May 16, 2017
Lua

icpr2020dfdc

polimi-ispl / icpr2020dfdc

Video Face Manipulation Detection Through Ensemble of CNNs

paper forensics ensemble face-manipulation dfdc deepfake-detection deepfake-detection-challenge

Updated Nov 3, 2021
Jupyter Notebook

dclambert / pyensemble

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

scikit-learn ensemble ensemble-selection

Updated Mar 5, 2021
Python

hfawaz / ijcnn19ensemble

Deep Neural Network Ensembles for Time Series Classification

deep-neural-networks deep-learning ensemble time-series-classification

Updated Jul 10, 2019
Python

mesa

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

ensemble class-imbalance ensemble-model imbalanced-data mesa imbalanced-learning ensemble-machine-learning imbalance-classification meta-learning-algorithms imbalanced-learn meta-sampler meta-training

Updated Jun 22, 2022
Jupyter Notebook

THINK989 / Real-Time-Stock-Market-Prediction-using-Ensemble-DL-and-Rainbow-DQN

tensorflow keras lstm gru ensemble stock-price-forecasting trade-bot rainbow-dqn real-time-prediction

Updated Feb 12, 2023
Python

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