ensemble-learning | Topic | Ecosyste.ms: Repos

Topic: "ensemble-learning"

autogluon/autogluon

Fast and Accurate ML in 3 Lines of Code

Language: Python - Size: 22 MB - Last synced at: 5 days ago - Pushed at: 10 days ago - Stars: 8,868 - Forks: 1,022

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.

Language: Jupyter Notebook - Size: 597 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 7,165 - Forks: 2,022

MingchaoZhu/DeepLearning

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

Language: Python - Size: 31.8 MB - Last synced at: 4 days ago - Pushed at: almost 5 years ago - Stars: 6,993 - Forks: 1,380

BoltzmannEntropy/interviews.ai

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

Size: 21 MB - Last synced at: 3 days ago - Pushed at: over 3 years ago - Stars: 4,621 - Forks: 303

salesforce/Merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

Language: Python - Size: 101 MB - Last synced at: 12 days ago - Pushed at: 12 months ago - Stars: 4,290 - Forks: 339

benedekrozemberczki/awesome-decision-tree-papers

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

Language: Python - Size: 870 KB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 2,400 - Forks: 342

JuliaAI/MLJ.jl

A Julia machine learning framework

Language: Julia - Size: 43.7 MB - Last synced at: about 1 hour ago - Pushed at: 1 day ago - Stars: 1,858 - Forks: 159

justmarkham/DAT8

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

Language: Jupyter Notebook - Size: 23 MB - Last synced at: 3 days ago - Pushed at: 12 months ago - Stars: 1,613 - Forks: 1,067

ZhiningLiu1998/awesome-imbalanced-learning

😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库

Size: 213 KB - Last synced at: 25 days ago - Pushed at: 3 months ago - Stars: 1,437 - Forks: 228

kingfengji/gcForest

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

Language: Python - Size: 116 KB - Last synced at: 9 days ago - Pushed at: over 4 years ago - Stars: 1,310 - Forks: 426

reiinakano/xcessiv

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

Language: Python - Size: 9.03 MB - Last synced at: 10 days ago - Pushed at: almost 7 years ago - Stars: 1,267 - Forks: 104

TorchEnsemble-Community/Ensemble-Pytorch

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

Language: Python - Size: 1.56 MB - Last synced at: 3 days ago - Pushed at: 12 months ago - Stars: 1,021 - Forks: 94

LAMDA-NJU/Deep-Forest

An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1)

Language: Python - Size: 438 KB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 942 - Forks: 166

Minqi824/ADBench

Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.

Language: Python - Size: 2.01 GB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 940 - Forks: 141

shubhomoydas/ad_examples

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.

Language: Python - Size: 125 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 855 - Forks: 184

flennerhag/mlens

ML-Ensemble – high performance ensemble learning

Language: Python - Size: 9.94 MB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 855 - Forks: 109

vecxoz/vecstack

Python package for stacking (machine learning technique)

Language: Python - Size: 520 KB - Last synced at: 25 days ago - Pushed at: 10 months ago - Stars: 692 - Forks: 83

yzhao062/combo

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

Language: Python - Size: 4.95 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 659 - Forks: 108

scikit-learn-contrib/DESlib

A Python library for dynamic classifier and ensemble selection

Language: Python - Size: 2.4 MB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 488 - Forks: 106

kk7nc/RMDL

RMDL: Random Multimodel Deep Learning for Classification

Language: Python - Size: 223 MB - Last synced at: 8 days ago - Pushed at: about 2 years ago - Stars: 431 - Forks: 121

Western-OC2-Lab/Intrusion-Detection-System-Using-Machine-Learning

Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)

Language: Jupyter Notebook - Size: 17.7 MB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 423 - Forks: 111

EnnengYang/Awesome-Model-Merging-Methods-Theories-Applications

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.

Size: 1.09 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 409 - Forks: 18

AmpyFin/ampyfin

Machine learning trading system that trades while also training.

Language: Python - Size: 3.35 MB - Last synced at: 16 days ago - Pushed at: 17 days ago - Stars: 409 - Forks: 132

ledell/useR-machine-learning-tutorial

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

Language: Jupyter Notebook - Size: 3.73 MB - Last synced at: 7 days ago - Pushed at: about 7 years ago - Stars: 402 - Forks: 204

mdabros/SharpLearning

Machine learning for C# .Net

Language: C# - Size: 4.04 MB - Last synced at: 8 days ago - Pushed at: 3 months ago - Stars: 395 - Forks: 86

ZhiningLiu1998/imbalanced-ensemble

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

Language: Python - Size: 16.9 MB - Last synced at: 3 days ago - Pushed at: about 1 month ago - Stars: 365 - Forks: 51

IBM/AutoMLPipeline.jl

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

Language: Julia - Size: 21.7 MB - Last synced at: 10 days ago - Pushed at: 25 days ago - Stars: 363 - Forks: 28

DataCanvasIO/HyperGBM

A full pipeline AutoML tool for tabular data

Language: Python - Size: 11 MB - Last synced at: 3 days ago - Pushed at: about 2 months ago - Stars: 349 - Forks: 47

yzhao062/awesome-ensemble-learning

Ensemble learning related books, papers, videos, and toolboxes

Language: Python - Size: 16.6 KB - Last synced at: 28 days ago - Pushed at: over 5 years ago - Stars: 293 - Forks: 56

rickiepark/handson-ml Fork of ageron/handson-ml

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

Language: Jupyter Notebook - Size: 146 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 288 - Forks: 279

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

Language: Python - Size: 1.44 MB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 258 - Forks: 50

moon-hotel/MachineLearningWithMe

A repository contains more than 12 common statistical machine learning algorithm implementations. 常见10余种机器学习算法原理与实现及视频讲解。

Language: Jupyter Notebook - Size: 35.7 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 254 - Forks: 47

skggm/skggm

Scikit-learn compatible estimation of general graphical models

Language: Python - Size: 8.61 MB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 247 - Forks: 45

ikki407/stacking

Stacked Generalization (Ensemble Learning)

Language: Python - Size: 5.07 MB - Last synced at: 13 days ago - Pushed at: over 7 years ago - Stars: 223 - Forks: 74

benedekrozemberczki/shapley

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

Language: Python - Size: 826 KB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 220 - Forks: 35

pycroscopy/atomai

Deep and Machine Learning for Microscopy

Language: Python - Size: 194 MB - Last synced at: 8 days ago - Pushed at: 11 days ago - Stars: 212 - Forks: 40

dice-group/FOX

Federated Knowledge Extraction Framework

Language: Java - Size: 757 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 191 - Forks: 53

koriavinash1/DeepBrainSeg

Fully automatic brain tumour segmentation using Deep 3-D convolutional neural networks

Language: Python - Size: 287 MB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 189 - Forks: 42

LinearBoost/linearboost-classifier

LinearBoost Classifier is a rapid and accurate classification algorithm that builds upon a very fast, linear classifier.

Language: Python - Size: 410 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 188 - Forks: 18

Western-OC2-Lab/PWPAE-Concept-Drift-Detection-and-Adaptation

Data stream analytics: Implement online learning methods to address concept drift and model drift in data streams using the River library. Code for the paper entitled "PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams" published in IEEE GlobeCom 2021.

Language: Jupyter Notebook - Size: 4.91 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 186 - Forks: 44

quanvuong/handful-of-trials-pytorch

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

Language: Python - Size: 94.7 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 178 - Forks: 34

wangheda/youtube-8m

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

Language: Python - Size: 1.02 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 176 - Forks: 60

mlr-org/mlr3pipelines

Dataflow Programming for Machine Learning in R

Language: R - Size: 23.5 MB - Last synced at: about 10 hours ago - Pushed at: about 22 hours ago - Stars: 143 - Forks: 27

MBKraus/Predicting_real_estate_prices_using_scikit-learn

Predicting Amsterdam house / real estate prices using Ordinary Least Squares-, XGBoost-, KNN-, Lasso-, Ridge-, Polynomial-, Random Forest-, and Neural Network MLP Regression (via scikit-learn)

Language: Python - Size: 870 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 142 - Forks: 51

levyben/DeepSuperLearner

DeepSuperLearner - Python implementation of the deep ensemble algorithm

Language: Python - Size: 185 KB - Last synced at: 6 months ago - Pushed at: almost 7 years ago - Stars: 136 - Forks: 23

bhargavvader/pycobra

python library implementing ensemble methods for regression, classification and visualisation tools including Voronoi tesselations.

Language: Python - Size: 2.96 MB - Last synced at: 19 days ago - Pushed at: about 5 years ago - Stars: 128 - Forks: 24

dPys/PyNets

A Reproducible Workflow for Structural and Functional Connectome Ensemble Learning

Language: Python - Size: 1010 MB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 122 - Forks: 41

IBM/TSML.jl

A package for time series data processing, classification, clustering, and prediction.

Language: Julia - Size: 15.9 MB - Last synced at: 28 days ago - Pushed at: about 1 year ago - Stars: 111 - Forks: 17

tlverse/sl3

💪 🤔 Modern Super Learning with Machine Learning Pipelines

Language: R - Size: 11.2 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 102 - Forks: 43

chinmaynehate/DFSpot-Deepfake-Recognition

Determine whether a given video sequence has been manipulated or synthetically generated

Language: Python - Size: 25.9 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 98 - Forks: 19

business-science/modeltime.ensemble

Time Series Ensemble Forecasting

Language: R - Size: 21.2 MB - Last synced at: 13 days ago - Pushed at: 11 months ago - Stars: 78 - Forks: 19

Mamcose/NSL-KDD-Network-Intrusion-Detection

Machine Learning Algorithms on NSL-KDD dataset

Language: Jupyter Notebook - Size: 2.31 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 64 - Forks: 36

thomas-young-2013/mindware

An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.

Language: Python - Size: 63 MB - Last synced at: 11 days ago - Pushed at: over 3 years ago - Stars: 59 - Forks: 28

AKASH2907/bird_species_classification

Supervised Classification of bird species :bird: in high resolution images, especially for, Himalayan birds, having diverse species with fairly low amount of labelled data [ICVGIPW'18]

Language: Python - Size: 24.2 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 59 - Forks: 26

jonghough/jlearn

Machine Learning Library, written in J

Language: J - Size: 9.53 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 58 - Forks: 13

subho406/TF-Speech-Recognition-Challenge-Solution

Source code of the model used in Tensorflow Speech Recognition Challenge (https://www.kaggle.com/c/tensorflow-speech-recognition-challenge). The solution ranked in top 5% in private leaderboard.

Language: Jupyter Notebook - Size: 114 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 58 - Forks: 29

PKU-DAIR/mindware Fork of thomas-young-2013/mindware

An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.

Language: Python - Size: 62.9 MB - Last synced at: 23 days ago - Pushed at: over 3 years ago - Stars: 56 - Forks: 9

gkunapuli/ensemble-methods-notebooks

A collection of companion Jupyter notebooks for Ensemble Methods for Machine Learning (Manning, 2023)

Language: Jupyter Notebook - Size: 54.3 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 55 - Forks: 27

KGPML/Deep-Vessel

Language: Jupyter Notebook - Size: 19.6 MB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 51 - Forks: 27

junchenzhi/Awesome-LLM-Ensemble

A curated list of Awesome-LLM-Ensemble papers for the survey "Harnessing Multiple Large Language Models: A Survey on LLM Ensemble"

Size: 4.9 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 49 - Forks: 7

aertslab/arboreto

A scalable python-based framework for gene regulatory network inference using tree-based ensemble regressors.

Language: Jupyter Notebook - Size: 63.9 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 47 - Forks: 24

Western-OC2-Lab/Intrusion-Detection-System-Using-CNN-and-Transfer-Learning

Code for intrusion detection system (IDS) development using CNN models and transfer learning

Language: Jupyter Notebook - Size: 3.81 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 47 - Forks: 15

hoang-ho/Skin_Lesions_Classification_DCNNs

Transfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification

Language: Jupyter Notebook - Size: 11.2 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 47 - Forks: 29

alexklwong/mondi-python

PyTorch Implementation of Monitored Distillation for Positive Congruent Depth Completion (ECCV 2022)

Language: Python - Size: 85.9 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 46 - Forks: 3

ledell/subsemble

subsemble R package for ensemble learning on subsets of data

Language: R - Size: 58.6 KB - Last synced at: 6 days ago - Pushed at: over 3 years ago - Stars: 43 - Forks: 4

SravB/Computer-Vision-Weightlifting-Coach

Analyzes weightlifting videos for correct posture using pose estimation with OpenCV

Language: Jupyter Notebook - Size: 24 MB - Last synced at: 25 days ago - Pushed at: about 6 years ago - Stars: 43 - Forks: 8

FernandoLpz/Stacking-Blending-Voting-Ensembles

This repository contains an example of each of the Ensemble Learning methods: Stacking, Blending, and Voting. The examples for Stacking and Blending were made from scratch, the example for Voting was using the scikit-learn utility.

Language: Python - Size: 198 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 42 - Forks: 22

hmgomes/AdaptiveRandomForest

Repository for the AdaptiveRandomForest algorithm implemented in MOA 2016-04

Language: Java - Size: 53.4 MB - Last synced at: about 2 months ago - Pushed at: over 7 years ago - Stars: 41 - Forks: 10

tufts-ml/GAN-Ensemble-for-Anomaly-Detection

This repository is the PyTorch implementation of GAN Ensemble for Anomaly Detection.

Language: Python - Size: 78.1 KB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 39 - Forks: 9

fireball0213/NJUAI20

Course projects and notes of undergraduate courses in NJUAI

Language: Python - Size: 473 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 38 - Forks: 0

LiyuanLucasLiu/ArabicNER

Arabic NER system with a strong performance

Language: Python - Size: 322 KB - Last synced at: 26 days ago - Pushed at: about 5 years ago - Stars: 35 - Forks: 10

LenzDu/Kaggle-Competition-Sberbank

Top 1% rankings (22/3270) code sharing for Kaggle competition Sberbank Russian Housing Market: https://www.kaggle.com/c/sberbank-russian-housing-market

Language: Python - Size: 16.6 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 34 - Forks: 14

frankkramer-lab/riadd.aucmedi

Multi-Disease Detection in Retinal Imaging based on Ensembling Heterogeneous Deep Learning Models

Language: Python - Size: 14 MB - Last synced at: 29 days ago - Pushed at: almost 3 years ago - Stars: 33 - Forks: 10

buomsoo-kim/Machine-learning-toolkits-with-python

Machine learning toolkits with Python

Language: Jupyter Notebook - Size: 8.57 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 33 - Forks: 12

anindox8/Ensemble-of-Multi-Scale-CNN-for-Dermatoscopy-Classification

Fully supervised binary classification of skin lesions from dermatoscopic images using an ensemble of diverse CNN architectures (EfficientNet-B6, Inception-V3, SEResNeXt-101, SENet-154, DenseNet-169) with multi-scale input.

Language: Jupyter Notebook - Size: 9.92 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 32 - Forks: 16

IbrahimSobh/kaggle-COVID19-Classification

COVID-19 is an infectious disease. The current outbreak was officially recognized as a pandemic by the World Health Organization (WHO) on 11 March 2020. X-ray machines are widely available and provide images for diagnosis quickly so chest X-ray images can be very useful in early diagnosis of COVID-19. In this classification project, there are three classes: COVID19, PNEUMONIA, and NORMAL

Language: Jupyter Notebook - Size: 7.56 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 32 - Forks: 8