djene-mengistu/simEps

This repo contains implementation of semi-supervised defect segmentation based on pairwise similarity map consistency and ensemble-based cross pseudo labels

Language: Python - Size: 158 MB - Last synced at: about 13 hours ago - Pushed at: about 23 hours ago - Stars: 8 - Forks: 2

h2oai/h2o-3

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: 596 MB - Last synced at: 1 day ago - Pushed at: 2 days ago - Stars: 7,225 - Forks: 2,023

xingbpshen/nested-diffusion

[IEEE TMI] The official implementation of the paper "Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles".

Language: Python - Size: 393 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 4 - Forks: 1

mdabros/SharpLearning

Machine learning for C# .Net

Language: C# - Size: 4.04 MB - Last synced at: 1 day ago - Pushed at: 4 months ago - Stars: 397 - Forks: 86

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

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

Size: 1.69 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 465 - Forks: 21

piunivesp49/Personality_Prediction_Pipeline

Predict personality types (Extrovert vs. Introvert) using a robust pipeline with advanced data techniques. Explore data, handle missing values, and balance classes. 🐙✨

Language: Jupyter Notebook - Size: 948 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

yzhao062/awesome-ensemble-learning

Ensemble learning related books, papers, videos, and toolboxes

Language: Python - Size: 16.6 KB - Last synced at: 3 days ago - Pushed at: over 5 years ago - Stars: 296 - Forks: 57

autogluon/autogluon

Fast and Accurate ML in 3 Lines of Code

Language: Python - Size: 22 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 9,106 - Forks: 1,039

Faiyadnub/Spaceship-Titanic

Spaceship Titanic project.

Language: Jupyter Notebook - Size: 2.48 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

rijahasan/Multilingual-Sexism-Classification

CLEF EXIST 2025 Lab Tasks 1.1-1.3

Language: Jupyter Notebook - Size: 103 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

MaestroDev19/Personality_Prediction_Pipeline

his repository contains a robust, end-to-end machine learning pipeline for predicting personality types (Extrovert vs. Introvert) from behavioral survey data. The workflow includes advanced data cleaning, missing value imputation, class balancing, feature engineering, model selection, and ensemble learning. Built for the Kaggle Playground Series S.

Language: Jupyter Notebook - Size: 950 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

JuliaAI/MLJ.jl

A Julia machine learning framework

Language: Julia - Size: 44.6 MB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 1,857 - Forks: 159

micahondiwa/applied-data-science

A collection of 8 Applied Data Science projects.

Language: Jupyter Notebook - Size: 46.8 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 2 - Forks: 2

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: 1 day ago - Pushed at: about 1 year ago - Stars: 950 - Forks: 166

statmlben/ensLoss

EnsLoss: Stochastic Calibrated Loss Ensembles for Preventing Overfitting in Classification

Language: Python - Size: 3.99 MB - Last synced at: 4 days ago - Pushed at: 10 days ago - Stars: 29 - Forks: 1

ZaherAlahrthi/Pneumonia-Prediction-AI

AI-based ensemble deep learning model to detect pneumonia from chest X-ray images using EfficientNet, ResNet, and MobileNet with SE blocks.

Language: Jupyter Notebook - Size: 854 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

research-outcome/Alzheimers-Ensemble-Transfer-Learning Fork of Swethalenkala1999/Deeplearning-for-alzheimers-diagnosis-using-Ensemble-transfer-learning

A Novel Approach for Alzheimer's Classification Utilizing Ensemble Learning on Pre-trained Neural Networks Fine-tuned on Pre-processed and Augmented Alzheimer's Dataset

Language: Jupyter Notebook - Size: 1.65 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 1

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: 1 day ago - Pushed at: about 1 year ago - Stars: 1,033 - Forks: 94

MinaEssam16/stream-to-river

Streams to River is a microservice system designed for effective English learning, utilizing the Hertz and Kitex frameworks. This project integrates features like real-time chat and speech recognition to enhance the learning experience. 🛠️🌊

Language: Go - Size: 5.93 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

hemasunddar/Intrusion-Detection-System

This project implements an Intrusion Detection System (IDS) using ensemble learning techniques to improve detection accuracy and robustness. It combines multiple machine learning algorithms—Random Forest, Decision Tree, Naïve Bayes, SVM, and KNN—with PCA for dimensionality reduction. The system efficiently detects intrusions in network traffic, ach

Language: Python - Size: 1.72 MB - Last synced at: 2 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

catarinagoliveira/som_for_trading

Unsupervised Clustering and Ensemble Decision Strategies in Cryptocurrency Trading: A SOM-Based Hybrid Model for Signal Generation

Language: Jupyter Notebook - Size: 3.43 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

LinearBoost/linearboost-classifier

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

Language: Python - Size: 465 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 192 - Forks: 18

dpavansekhar/Osteoporosis-Detection-using-Machine-Learning

This project uses deep learning to classify knee X-ray images into Normal, Osteopenia, and Osteoporosis. It supports early diagnosis and improves osteoporosis detection through AI-based medical imaging.

Language: Jupyter Notebook - Size: 1.02 GB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 3 - Forks: 1

sandip-mondal-0248/SkinCan-ModelAPI

SkinCan-ModelAPI is the backend for the SkinCan app. It includes deep learning model training and a REST API for classifying skin lesions as benign or malignant.

Language: Jupyter Notebook - Size: 13.7 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

mlr-org/mlr3pipelines

Dataflow Programming for Machine Learning in R

Language: R - Size: 22.8 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 144 - Forks: 28

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: 4.92 MB - Last synced at: 12 days ago - Pushed at: 25 days ago - Stars: 81 - Forks: 8

NamanKr24/ForecastForge

Hybrid framework combining ML, deep learning, and ensemble methods for accurate time series forecasting across energy, finance, traffic, and weather data. Includes LSTM, Transformer, XGBoost, LiquidML, and Caruana’s Ensemble Selection.

Language: Jupyter Notebook - Size: 46.6 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

ZhiningLiu1998/TimeFuse

[ICML'25] Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting | 样本级别的自适应多模型集成时间序列预测

Language: Python - Size: 1.8 MB - Last synced at: 9 days ago - Pushed at: about 2 months ago - Stars: 5 - Forks: 1

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: 12 days ago - Pushed at: over 1 year ago - Stars: 2,403 - Forks: 342

chupverse/survivalSL Fork of foucher-y/survivalSL

R Package for Predicting Survival by using a Super Learner

Language: R - Size: 510 KB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 1 - Forks: 1

LiyuanLucasLiu/ArabicNER

Arabic NER system with a strong performance

Language: Python - Size: 322 KB - Last synced at: 4 days ago - Pushed at: over 5 years ago - Stars: 36 - Forks: 10

Uttarayan002/Energy-Forecast-Optimization-with-XGBoost-for-Operational-Efficiency

Energy Output Prediction for CCPP using an advanced implementation of the gradient boosting algorithm.

Language: Jupyter Notebook - Size: 15.3 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 4 - Forks: 0

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: 15 days ago - Pushed at: 3 months ago - Stars: 370 - Forks: 51

Papagiannopoulos/Santander_Customer_Transaction_Prediction

Second most popular Kaggle competition where i scored in the top 8% of Global rank. Pending finalization!

Language: R - Size: 51.8 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 2 - Forks: 0

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: 19 days ago - Pushed at: 5 months ago - Stars: 1,456 - Forks: 226

recluzegeek/AWARE-NET

[ICEPECC 2025] AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection

Language: Python - Size: 96.7 KB - Last synced at: 6 days ago - Pushed at: 2 months ago - Stars: 3 - Forks: 1

pycroscopy/atomai

Deep and Machine Learning for Microscopy

Language: Python - Size: 216 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 213 - Forks: 41

LeafGreenRemake/Machine_learning_hebrew

הסבר של מספר מודלים ללמידה ממוכנת בעברית; בייס גאוסיאני, שיטות אנסמבל, בוסטינג אדטיבי

Size: 9.71 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0

teddante/Ensemble

A Python program queries multiple LLMs with the same prompt, then uses their combined output to generate a single, refined answer via another LLM.

Language: Python - Size: 104 KB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 0 - Forks: 0

salesforce/Merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

Language: Python - Size: 101 MB - Last synced at: 24 days ago - Pushed at: about 1 year ago - Stars: 4,322 - Forks: 342

amr-yasser226/intrusion-detection-kaggle

End-to-end pipeline for multi-class cyber-attack detection using per-flow network features: data profiling, deduplication, skew-correction, outlier treatment, feature engineering, imbalance handling, and tree-based modeling (XGBoost, LightGBM, CatBoost, stacking), with a final Kaggle submission scoring 0.9146 public / 0.9163 private.

Language: Jupyter Notebook - Size: 61.2 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 0 - Forks: 0

flennerhag/mlens

ML-Ensemble – high performance ensemble learning

Language: Python - Size: 9.94 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 858 - Forks: 109

dmitryglhf/autodask

AutoML Library Based on Dask with Bee Colony Optimization

Language: Python - Size: 1.66 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 3 - Forks: 0

IBM/TSML.jl

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

Language: Julia - Size: 15.9 MB - Last synced at: 6 days ago - Pushed at: 2 months ago - Stars: 110 - Forks: 17

MarcoParola/oral_segmentation

[SSCI 2025] Oral cancer recognition on photographic images via deep learning semantic segmentation

Language: Python - Size: 106 KB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 26 - Forks: 1

Minqi824/ADBench

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

Language: Python - Size: 2.01 GB - Last synced at: 26 days ago - Pushed at: almost 2 years ago - Stars: 944 - Forks: 141

Sunilyadav03/DeepFake-Image-Detection

This repository provides a robust solution for detecting deepfake images using state-of-the-art deep learning models like VGG16, VGG19, InceptionV3, and ResNet50. this open-source tool is ready to help combat the spread of deepfakes. 🚀 Explore, contribute, and join the fight against synthetic media! 🤖✨ #DeepFake #AI #MachineLearning #OpenSource

Language: Jupyter Notebook - Size: 780 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

AtharvKadammm/Calmlytic

An end-to-end machine learning project that predicts anxiety severity using classification models (Naive Bayes, Decision Tree, SVM, Logistic Regression, XGBoost), based on lifestyle, health, and behavioral features.

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

SanaliSLokuge/Breast-Cancer-ML-Prediction

Machine Learning project using classification, regression, and ensemble techniques to predict breast cancer mortality status and survival months using clinical data. Built with scikit-learn, decision trees, logistic regression, and Naïve Bayes. Includes detailed model evaluation, data preprocessing, and interpretability.

Language: Jupyter Notebook - Size: 4.63 MB - Last synced at: 24 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

skggm/skggm

Scikit-learn compatible estimation of general graphical models

Language: Python - Size: 8.62 MB - Last synced at: 1 day ago - Pushed at: about 1 month ago - Stars: 246 - Forks: 45

DataCanvasIO/HyperGBM

A full pipeline AutoML tool for tabular data

Language: Python - Size: 11 MB - Last synced at: 22 days ago - Pushed at: 3 months ago - Stars: 351 - Forks: 47

AbhaySingh71/Laptop-price-Predictor

Laptop Price Predictor is a Dockerized machine learning project that predicts laptop prices based on specs using ensemble models like Random Forest, XGBoost, and Gradient Boosting.Including Streamlit UI, and full Docker support.

Language: Jupyter Notebook - Size: 5.76 MB - Last synced at: 24 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

Pextremen/fruit-ripeness-detection

🍎 Patter Recognition project for fruit ripeness detection using image processing and 5 different ML algorithms (SVM, Random Forest, Gradient Boosting, Logistic Regression, Ensemble)

Language: Python - Size: 17.6 KB - Last synced at: 24 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

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: 15 days ago - Pushed at: almost 3 years ago - Stars: 35 - Forks: 10

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: 23 days ago - Pushed at: about 7 years ago - Stars: 1,266 - Forks: 104

rohankharche34/Solar-panel-performance-optimization

Stacked regression ensemble using sensor and environmental data to forecast solar panel efficiency.

Language: Jupyter Notebook - Size: 5.25 MB - Last synced at: 24 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

IBM/AutoMLPipeline.jl

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

Language: Julia - Size: 23.6 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 363 - Forks: 28

arkapg211002/MAFSMBMDDPWI-FYP-2025

Final Year Project : Multimodal AI Framework for Social Media Based Mental Disorder Detection and Personalized Wellbeing Insights

Language: Jupyter Notebook - Size: 1.27 GB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

Snigdho8869/Multiclass-Text-Classification

Natural Language Processing for Multiclass Classification: A repository containing NLP techniques for multiclass classification of text data.

Language: Jupyter Notebook - Size: 11.3 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 29 - Forks: 4

ChaorongC/mesa_cfdna

A flexible and sensitive method for capturing and integrating multimodal epigenetic information from cell-free DNA (cfDNA) using a single experimental assay.

Language: Jupyter Notebook - Size: 196 KB - Last synced at: 9 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

tilman151/HyperspectralTreeAnalysis

Evaluation of machine learning algorithms on hyperspectral images of forests.

Language: Matlab - Size: 63.2 MB - Last synced at: 4 days ago - Pushed at: over 7 years ago - Stars: 4 - Forks: 3

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: 20 days ago - Pushed at: over 3 years ago - Stars: 60 - Forks: 28

AmpyFin/ampyfin

Machine learning trading system that trades while also training.

Language: Python - Size: 3.44 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 414 - Forks: 134

TorshaMajumder/Ensembles_of_Oblique_Decision_Trees

Ensembles of Oblique Decision Trees

Language: Python - Size: 2.35 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 6 - Forks: 1

lehmasve/hdflex

This repository contains the R-Package for a novel time series forecasting method designed to handle very large sets of predictive signals, many of which may be irrelevant or have only short-lived predictive power.

Language: R - Size: 10.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 1

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: 21 days ago - Pushed at: over 1 year ago - Stars: 259 - Forks: 50

omkarbhad/carnival-wars-hackathon

A top-performing hackathon project showcasing robust regression modeling, smart ensembling, and deployment-ready architecture.

Language: Python - Size: 16 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

ProfwareSystems/artdata-ml-process-control

Machine Learning in Process Control

Language: Python - Size: 5.39 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

benkeser/survtmle

Targeted Learning for Survival Analysis

Language: R - Size: 6.8 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 15

rohankharche34/Predict_Calorie-Expenditure

Calorie expenditure prediction with basic EDA and data processing.

Language: Jupyter Notebook - Size: 11.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

KKeshav1101/mini_project

A Django Application Interface for Hate Speech Detection Mini Project

Language: Python - Size: 334 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 1

SergeyFilipov/covid-tweet-nlp-analysis

📊 Sentiment classification and topic extraction from COVID-19 tweets using NLP techniques (TF-IDF, KMeans, Voting Classifiers). University project for text analytics and public opinion analysis.

Language: Python - Size: 5.91 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

yzhao062/combo

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

Language: Python - Size: 4.95 MB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 659 - Forks: 108

ikki407/stacking

Stacked Generalization (Ensemble Learning)

Language: Python - Size: 5.07 MB - Last synced at: 21 days ago - Pushed at: over 7 years ago - Stars: 224 - Forks: 75

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: about 2 months ago - Pushed at: about 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: about 2 months ago - Pushed at: over 3 years ago - Stars: 4,621 - Forks: 303

justmarkham/DAT8

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

Language: Jupyter Notebook - Size: 23 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 1,613 - Forks: 1,067

kk7nc/RMDL

RMDL: Random Multimodel Deep Learning for Classification

Language: Python - Size: 223 MB - Last synced at: 20 days ago - Pushed at: about 2 years ago - Stars: 430 - Forks: 121

sakshisnw/Learning

My hands-on machine learning practice notebooks

Size: 1000 Bytes - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

SuryaVamsi-P/Loan-Default-Prediction-System-Flask-ML

Built and deployed a Flask-based machine learning system to predict loan default risk using customer demographics and financial indicators. Applied advanced ensemble models like XGBoost and LightGBM to achieve ~99% accuracy. Designed a full-stack solution with real-time prediction capabilities, enabling faster, smarter loan decisions in banking.

Language: Python - Size: 185 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

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: about 2 months ago - Pushed at: over 7 years ago - Stars: 402 - Forks: 204

tariqshaban/wae-dti

A weighted average ensemble method implementation to predict drug–target interactions

Language: Python - Size: 1.51 GB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

business-science/modeltime.ensemble

Time Series Ensemble Forecasting

Language: R - Size: 21.2 MB - Last synced at: 25 days ago - Pushed at: 12 months ago - Stars: 79 - Forks: 19

enriquegit/multiviewstacking

A python implementation of the Multi-View Stacking algorithm

Language: Python - Size: 3.91 MB - Last synced at: 29 days ago - Pushed at: 6 months ago - Stars: 29 - Forks: 0

levisstrauss/Bike-Rental-Forecasting-System-with-AutoGluon

Machine learning project achieving 66% RMSE improvement in bike sharing demand prediction using AutoGluon, temporal feature engineering, and systematic hyperparameter optimization. Demonstrates iterative model development from baseline (1.32 RMSE) to optimized solution (0.45 RMSE).

Language: HTML - Size: 4.49 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Devinterview-io/ensemble-learning-interview-questions

🟣 Ensemble Learning interview questions and answers to help you prepare for your next machine learning and data science interview in 2025.

Size: 31.3 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 12 - Forks: 4

abhinabasaha/ml

Language: Jupyter Notebook - Size: 960 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0

chetan0220/Predictive-Maintenance-and-Diagnostic-Report-Generation

This project detects failure of machine. It also detects the type of failure and gives instructions to machine operator in simple language using report.

Language: Jupyter Notebook - Size: 58.2 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 1

mayankmittal29/PrediFly-YOLO-Kalman-GRU-Pipeline-for-Drone-Detection-Prediction

PrediFly: Cutting-edge drone trajectory prediction merging YOLOv8 detection, Kalman filtering, and GRU-CNN neural nets for high-precision aerial tracking across complex flight patterns—computer vision meets deep learning.

Language: Jupyter Notebook - Size: 67 MB - Last synced at: 25 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

ravaghi/hill-climbing

A python package for ensembling machine learning predictions using hill climbing optimization

Language: Python - Size: 726 KB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

lokesh9899/Mortality-Risk-Readmission-Prediction-NLP-Clinical-Bert-LLM

AI-powered prediction of in-hospital mortality and 30-day readmission using MIMIC-III clinical data. Combines structured features and ClinicalBERT embeddings with XGBoost/CatBoost Best Performance models for accurate, explainable healthcare forecasting.

Language: Jupyter Notebook - Size: 1.94 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

JoshD898/caretMultimodal

Multimodal model training in R

Language: R - Size: 2.28 MB - Last synced at: 19 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

AAP9002/COMP34812-NLU-NLI

Natural Language Understanding - Natural Language Inference Coursework

Language: Jupyter Notebook - Size: 34.1 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Reza-Rezvan/AdvanceSplice

A robust method integrating N-gram encoding and ensemble modeling for enhanced splice site prediction accuracy.

Language: Python - Size: 106 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 3 - Forks: 0

akibzaman/SleepBoost

A Multi-Level Tree-based Ensemble Model for Automatic Sleep Stage Classification

Language: Python - Size: 232 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 4 - Forks: 3

sebseager/REPIC Fork of ccameron/REPIC

REliable PIcking by Consensus (REPIC)

Language: Python - Size: 3.3 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

mahnoorsheikh16/Node-Classification-with-Graph-Neural-Networks

Evaluation of multiple graph neural network models—GCN, GAT, GraphSAGE, MPNN and DGI—for node classification on graph-structured data. Preprocessing includes feature normalization and adjacency-matrix regularization, and an ensemble of model predictions boosts performance. The best ensemble achieves 83.47% test accuracy.

Language: Jupyter Notebook - Size: 286 KB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

aadhamashraf/Fraud-Detection-Interpretability-and-Explainability

Developing fraud detection systems using a variety of machine learning and deep learning models. Emphasis is placed on model explainability to ensure transparency in predictions, an essential aspect in financial applications.

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xdMikayu/CSCI316-XGBoost-Real-Estate-Prediction

Real estate property valuation using PySpark and ensemble machine learning models. Implemented XGBoost and Bagging from scratch to predict property prices with high accuracy using cleaned Dubai Land Department data.

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scikit-learn-contrib/DESlib

A Python library for dynamic classifier and ensemble selection

Language: Python - Size: 2.4 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 488 - Forks: 106