Projects in Awesome Lists tagged with ensemble

https://github.com/tensorflow/adanet

Fast and flexible AutoML with learning guarantees.

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

Last synced: 18 Dec 2024

https://github.com/mljar/mljar-supervised

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

automated-machine-learning automatic-machine-learning automl catboost data-science decision-tree ensemble feature-engineering hyper-parameters hyperparameter-optimization lightgbm machine-learning mljar models-tuning neural-network random-forest scikit-learn shap tuning-algorithm xgboost

Last synced: 17 Dec 2024

https://github.com/remotemobprogramming/mob

Tool for smooth git handover.

cli cli-tool ensemble ensemble-programming ensembles extreme-programming git go golang hacktoberfest mob mob-programming mob-programming-timer pair-programming pairing remote-mob-programming remote-mobs software-teaming timer xp

Last synced: 01 Nov 2024

https://github.com/torchensemble-community/ensemble-pytorch

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

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

Last synced: 18 Dec 2024

https://github.com/TorchEnsemble-Community/Ensemble-Pytorch

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

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

Last synced: 15 Nov 2024

https://github.com/flennerhag/mlens

ML-Ensemble – high performance ensemble learning

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

Last synced: 05 Nov 2024

https://github.com/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

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

Last synced: 05 Nov 2024

https://github.com/vecxoz/vecstack

Python package for stacking (machine learning technique)

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

Last synced: 15 Nov 2024

https://github.com/nirantk/nlp_quickbook

NLP in Python with Deep Learning

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

Last synced: 18 Dec 2024

https://github.com/NirantK/NLP_Quickbook

NLP in Python with Deep Learning

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

Last synced: 13 Nov 2024

https://github.com/carefree0910/carefree-learn

Deep Learning ❤️ PyTorch

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

Last synced: 16 Dec 2024

https://github.com/zhiningliu1998/imbalanced-ensemble

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

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

Last synced: 20 Dec 2024

https://github.com/ZhiningLiu1998/imbalanced-ensemble

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

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

Last synced: 07 Nov 2024

https://github.com/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

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

Last synced: 21 Dec 2024

https://github.com/zlmzju/fusenet

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

cifar dfn ensemble fusion imagenet mxnet resnet

Last synced: 08 Nov 2024

https://github.com/ikki407/stacking

Stacked Generalization (Ensemble Learning)

ensemble ensemble-learning prediction scikit-learn stacking xgboost

Last synced: 17 Dec 2024

https://github.com/benedekrozemberczki/shapley

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

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

Last synced: 15 Dec 2024

https://github.com/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.

canopy-height-models deep-learning ensemble gedi sentinel-2 uncertainty

Last synced: 14 Nov 2024

https://github.com/hfawaz/ijcnn19ensemble

Deep Neural Network Ensembles for Time Series Classification

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

Last synced: 06 Nov 2024

https://github.com/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

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

Last synced: 15 Dec 2024

https://github.com/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

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

Last synced: 07 Nov 2024

https://github.com/phuijse/bagging_pu

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

ensemble machine-learning positive-unlabeled-learning semi-supervised sklearn

Last synced: 10 Oct 2024

https://github.com/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.

deep-learning ensemble gpu machine-learning python recommendation-system recommender-system tensorflow

Last synced: 17 Dec 2024

https://github.com/business-science/modeltime.ensemble

Time Series Ensemble Forecasting

ensemble ensemble-learning forecast forecasting modeltime r-package stacking stacking-ensemble tidymodels time time-series timeseries

Last synced: 18 Dec 2024

https://github.com/nredell/shapflex

An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model

causal-inference causal-networks causality ensemble feature-importance iml interpretable-machine-learning machine-learning package r r-package shap shapley shapley-value shapley-values

Last synced: 07 Nov 2024

https://github.com/hwalsuklee/how-far-can-we-go-with-mnist

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

competition convnet data-augmentation ensemble highway-network mnist mnist-classification mnist-model resnet rnn tf-kr vgg

Last synced: 01 Dec 2024

https://github.com/kristpapadopoulos/keras-stochastic-weight-averaging

Keras callback function for stochastic weight averaging

callback callback-functions deep-learning ensemble keras keras-callback keras-implementations stochastic-weight-averaging stochasticweightaveraging weightaveraging weights

Last synced: 05 Nov 2024

https://github.com/rubixml/housing

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

data-science ensemble gradient-boost gradient-boosted-trees gradient-boosting gradient-boosting-machine gradient-boosting-regressor gradient-descent housing-prices kaggle kaggle-competition machine-learning machine-learning-tutorial php php-machine-learning php-ml predicting-housing-prices regression rubix rubix-ml

Last synced: 04 Dec 2024

https://github.com/ledell/subsemble

subsemble R package for ensemble learning on subsets of data

big-data cross-validation ensemble ensemble-learning machine-learning machine-learning-algorithms r

Last synced: 27 Oct 2024

https://github.com/hmgomes/adaptiverandomforest

Repository for the AdaptiveRandomForest algorithm implemented in MOA 2016-04

classification concept-drift datastream decision-trees ensemble ensemble-learning moa random-forest

Last synced: 23 Nov 2024

https://github.com/ashishpatel26/meta-learning-

Meta learning is a subfield of machine learning where automatic learning algorithms are applied on metadata about machine learning experiments.

andrew-ng appliedaicourse chainer cnn coursera deeplearning dl ensemble ensemble-learning keras machine-learning metalearning ml pytorch tensorflow

Last synced: 19 Nov 2024

https://github.com/prs-eth/film-ensemble

[NeurIPS 2022] FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation

calibration cifar10 cifar100 deep-learning ece ensemble feature-wise-linear-modulation implicit-ensemble neurips probabilistic-deep-learning pytorch sub-models uncertanity

Last synced: 06 Nov 2024

https://github.com/gauravpandeylab/eipy

Ensemble Integration: a customizable pipeline for generating multi-modal, heterogeneous ensembles

classification ensemble interpretation machine-learning multimodal nested-cross-validation predictive-modeling scikit-learn

Last synced: 10 Oct 2024

https://github.com/kyegomez/hrtx

Multi-Modal Multi-Embodied Hivemind-like Iteration of RTX-2

ai artificial-intelligence ensemble gpt4v machine-learning ml multi-modal multi-modality rt-2 rtx

Last synced: 16 Nov 2024

https://github.com/harleyszhang/kaggle_humpback_whale_identification

68th palce solution in Kaggle Humpback Whale Identification.

ensemble keras whale-recognition-model

Last synced: 08 Nov 2024

https://github.com/yell/kaggle-camera

My solution to Kaggle challenge "IEEE Camera Model Identification" [top 3%]

camera classification computer-vision deep-learning densenet densenet-pytorch ensemble ensemble-learning ensemble-stacking kaggle kaggle-competition machine-learning pytorch resnet resnext stacking

Last synced: 23 Oct 2024

https://github.com/shwetajoshi601/yeast-multilabel-classifier

Multi-label classification approaches on the Yeast dataset

binary-relevance classifier-chains ensemble machine-learning-algorithms multi-label-classification under-sampling yeast-dataset

Last synced: 16 Nov 2024

https://github.com/romankornev/dogs-vs-cats-redux

99.7% accuracy solution for Dogs vs Cats Redux Kaggle competition

bottleneck bottleneck-features cat deep-learning dog ensemble ipython-notebook jupyter-notebook kaggle machine-learning notebook prediction xception

Last synced: 11 Oct 2024

https://github.com/senya-ashukha/simple-gradient-boosting

Very simple and short implementation of gradient boosting in 18 lines of code

boosting ensemble gradient-boosting machine-learning supervised-learning

Last synced: 19 Nov 2024

https://github.com/kbogas/ensemblediversitytests

Small collection of Diversity Measures for Ensemble Learning Predictions

diversity-measures ensemble

Last synced: 11 Oct 2024

https://github.com/thesoenke/lipreading

PyTorch models for lipreading words and sentences

ensemble lipreading pytorch

Last synced: 23 Oct 2024

https://github.com/bagnalla/ensemble_detect_adv

Training Ensembles to Detect Adversarial Examples

adversarial-example detection ensemble neural-network tensorflow

Last synced: 20 Nov 2024

https://github.com/isadrtdinov/ens-for-transfer

Source code for NeurIPS 2023 paper "To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning"

deep-learning ensemble model-soups neural-network transfer-learning

Last synced: 19 Nov 2024

https://github.com/markovmodel/pysfd

collective-variables ensemble molecular-dynamics order-parameters visualization

Last synced: 18 Nov 2024

https://github.com/johnberroa/randomforest-stockpredictor

Utilizing the ensemble method of random forests to predict stock prices.

ensemble prediction random-forest stock-market

Last synced: 07 Nov 2024

https://github.com/ekagra-ranjan/Optimal-Bidding

Inter IIT Techmeet 2017, IIT Madras - Data Science Competition

bid-price bidding boosting-algorithm cross-validation data-science data-science-challenges data-science-competition electricity-market ensemble feature-engineering feature-extraction feature-selection gradient-boosting-machine interiit knn linear-regression market-price random-forest sklearn svm

Last synced: 15 Nov 2024

https://github.com/surajiyer/multi-view-clustering-ensemble

Multi-view document clustering via ensemble method [https://link.springer.com/article/10.1007/s10844-014-0307-6]

clustering document-clustering ensemble multiview-clustering

Last synced: 10 Dec 2024

https://github.com/nasdin/predicting-mosquito-hotspots

State of the art prediction of mosquito hotspots and virus presence using machine learning and deep learning

cross-validation data-science deep-learning ensemble machine-learning prediction sklearn stacked-models tensorflow xgboost

Last synced: 07 Nov 2024

https://github.com/shcheklein/ensemble-dvc-template

Skeleton for DVC pipeline to evaluate multiple models together

data-science dvc dvc-pipeline ensemble ensemble-machine-learning ensemble-model machine-learning pipeline

Last synced: 13 Oct 2024

https://github.com/andrew-johnson-4/ensemble_optimizers

Trying mixed iterative gradient descent optimizers for fun and profit

differentiable-programming ensemble experimental gradient-descent machine-learning neural-networks

Last synced: 12 Nov 2024

https://github.com/hmgomes/streamingrandompatches

Repository for the StreamingRandomPatches algorithm implemented in MOA 2019.04

bagging classification concept-drift data-stream-mining data-streams datastream drift-detection ensemble ensemble-learning machine-learning-algorithms moa random-subspace-ensemble

Last synced: 23 Nov 2024

https://github.com/ekagra-ranjan/Analyze-This-18

(National Rank: 22) Analyze This' 18, American Express Data Science Competition

american-express americanexpress analyze-this boosting-algorithms corelib credit-card cross-validation data-science data-science-challenges data-science-competition ensemble feature-engineering feature-extraction feature-selection gradient-boosting-machine random-forest sklearn svm xgb-classifier xgboost

Last synced: 15 Nov 2024

https://github.com/nachiket273/mlcourse

Solutions to mlcourse.ai assignments

ai-assignments clustering decision-trees ensemble knn linear-models machine-learning matplotlib mlcourse numpy pandas python random-forest sgd sklearn time-series

Last synced: 05 Nov 2024

https://github.com/perrette/runner

Sample parameters, run model ensemble over multiple processors

ensemble parameters sampling simulations

Last synced: 11 Dec 2024

https://github.com/ssube/feedme

a personalized, offline, imaginary social media feed

ensemble feed image-generation llm offline recommendation-algorithm social-media text-generation

Last synced: 05 Nov 2024

https://github.com/molodchina/msu-ml-prac

MSU-CMC-SP Machine Learning practicum

clustering decision-trees encodings ensemble gradient-boosting knn machine-learning matplotlib numpy pandas plotly seaborn svm

Last synced: 07 Nov 2024

https://github.com/linggarm/pima-indians-diabetes-classification

Pima Indians Diabetes Classification using various supervised algorithms with feature importance

artificial-neural-networks decision-tree diabetes diabetes-prediction ensemble feature-importance knn logistic-regression machine-learning naive-bayes python random-forest supervised-learning svm

Last synced: 11 Nov 2024

https://github.com/vacumm/sonat

Stochastic ocean Observing Network Assessment Toolkit

ensemble modelisation oceanography stochastic

Last synced: 22 Nov 2024

https://github.com/ekagra-ranjan/GS-Quantify-17

GS-Quantify' 17, Goldman Sachs Data Science Competition

boosting-algorithm cross-validation data-science data-science-challenges data-science-competition ensemble feature-engineering feature-extraction feature-selection goldmann-sachs gradient-boosting-machine gs-quantify gsquantify linear-regression sklearn xgb-classifier xgboost

Last synced: 15 Nov 2024

https://github.com/ekagra-ranjan/Analyze-This-17

Analyze This' 17, American Express Data Science Competition ('Outstanding Performer')

american-express americanexpress analyze-this boosting-algorithm corelib credit-card cross-validation data-science data-science-challenges data-science-competition ensemble feature-engineering feature-extraction feature-selection gradient-boosting-machine random-forest sklearn svm xgb-classifier xgboost

Last synced: 15 Nov 2024

https://github.com/ksmooi/mscs_ml_student_performance

This project predicts students' final grades (G3) using machine learning based on their demographics and background.

classification ensemble machine-learning sklearn

Last synced: 10 Oct 2024

https://github.com/gustavohfmo/mcs

Implementações das listas exercícios da disciplina de Sistemas de Múltiplos Classificadores da pós-graduação em Inteligência Computacional do Centro de Informática (Cin) - UFPE.

classifiers ensemble

Last synced: 06 Nov 2024

https://github.com/ssube/packit

an LLM toolkit

agents conversational-ai ensemble inference llm mixture-of-experts

Last synced: 05 Nov 2024

https://github.com/innerlee/ctmcensemble.jl

Integrating Specialized Classifiers Based on Continuous Time Markov Chain

ctmc ensemble ijcai-17

Last synced: 19 Dec 2024

https://github.com/jmp/shmob

An experimental mob programming tool as a shell script. It lets you quickly change the typist.

cli cli-tool ensemble ensemble-programming ensembles extreme-programming git mob mob-programming pair-programming pairing remote-mob-programming remote-mobs software-teaming xp

Last synced: 20 Dec 2024

https://github.com/bluemming/lg-electronics-product-abnormality-detection-project

abnormal-detection boosting ensemble factory machine-learning

Last synced: 19 Nov 2024

https://github.com/krisyohanda/pytn_kampusmerdeka_fp3_shendykrisyohanda

data-science ensemble machine-learning python

Last synced: 24 Nov 2024

https://github.com/ahmedabdalkreem/diabetes

Complete project of people that have diabetes and show what features that explain that person be sick.

bagging-ensemble classification descision-tree ensemble logistic-regression matplotlib numpy pandas python3 sklearn svm voting-classifier

Last synced: 16 Nov 2024

https://github.com/anuraganalog/bullshit-detector

Trying a Different Approach on Fake News Detection

count dataset detection ensemble fake learning liar news nlp python3 sklearn tfidf vectorizer

Last synced: 20 Dec 2024

https://github.com/nancyhamdan/wids-2022

Predicting building energy consumption as part of the WiDS 2022 Datathon

ensemble gradientboostingregressor lgbm lgbmregressor random-forest randomforest-regressor regression

Last synced: 06 Nov 2024

https://github.com/avoss84/aac_anomaly

Streamlit dashboard for time series anomaly detection

anomaly-detection ensemble streamlit-webapp time-series

Last synced: 07 Nov 2024

https://github.com/ahmedabdalkreem/hotel-reservation

Our task is to classify a Hotel Reservation as either booking canceled (class1) or no canceled(class0) and use more one model to arrive the best model.

bagging decisiontreeclassifier ensemble extra-trees-classifier logistic-regression matplotlib numpy pandas python3 random-forest sklearn-library svc-model