Ensemble learning related books, papers, videos, and toolboxes
☆310Oct 18, 2019Updated 6 years ago
Alternatives and similar repositories for awesome-ensemble-learning
Users that are interested in awesome-ensemble-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- (AAAI' 20) A Python Toolbox for Machine Learning Model Combination☆662Jan 14, 2023Updated 3 years ago
- ML-Ensemble – high performance ensemble learning☆866Nov 13, 2023Updated 2 years ago
- Supplementary material for SDM 19 paper "LSCP: Locally Selective Combination in Parallel Outlier Ensembles"☆33Dec 3, 2019Updated 6 years ago
- This repository not only contains experience about parameter finetune, but also other in-practice experience such as model ensemble (boos…☆16Oct 29, 2017Updated 8 years ago
- A Python library for dynamic classifier and ensemble selection☆503Jan 20, 2026Updated 4 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- (MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)☆395Mar 24, 2025Updated last year
- meta-learning research☆159Jul 31, 2021Updated 4 years ago
- A curated list of resources about few-shot and one-shot learning☆284Apr 22, 2019Updated 7 years ago
- 😎 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☆1,517Feb 25, 2025Updated last year
- This is an official implementation of our CVPR 2020 paper "Non-Local Neural Networks With Grouped Bilinear Attentional Transforms".☆13Jan 30, 2021Updated 5 years ago
- Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!☆9,296Mar 2, 2026Updated 2 months ago
- An analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks☆15Jul 19, 2022Updated 3 years ago
- python library implementing ensemble methods for regression, classification and visualisation tools including Voronoi tesselations.☆127May 18, 2020Updated 6 years ago
- ☆32Jun 6, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A Python library for anomaly detection across tabular, time series, graph, text, and image data. 60+ detectors, benchmark-backed ADEngine…☆9,857May 19, 2026Updated last week
- Supplementary material for KDD 2018 workshop "DCSO: Dynamic Combination of Detector Scores for Outlier Ensembles"☆21Jan 26, 2019Updated 7 years ago
- Ensemble Learning Toolbox☆16May 13, 2020Updated 6 years ago
- The code of the experiments of the submitted paper "On the stability of Feature Selection" in Matlab, R and Python.☆17Mar 28, 2018Updated 8 years ago
- Fine Grained Image Classification with Class Imbalance using Bilinear EfficientNet with Focal Loss and Label Smoothing☆10May 28, 2020Updated 5 years ago
- A Julia Library for Outlier Detection (Anomaly Detection)☆11Sep 1, 2018Updated 7 years ago
- Automating Outlier Detection via Meta-Learning (Code, API, and Contribution Instructions)☆186Feb 9, 2022Updated 4 years ago
- A curated list of resources for Learning with Noisy Labels☆2,719May 3, 2025Updated last year
- A modular toolbox for meta-learning research with a focus on speed and reproducibility.☆125Apr 13, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)☆1,774Aug 25, 2023Updated 2 years ago
- Improving generalization by controlling label-noise information in neural network weights.☆39Nov 20, 2020Updated 5 years ago
- This website is to host a series of tutorials on Deep Learning on Graphs for Natural Language Processing.☆13Sep 19, 2022Updated 3 years ago
- Ranking, acceptance rate, deadline, and publication tips☆341Mar 25, 2021Updated 5 years ago
- Wrapper Based feature selection using Particle Swarm Optimization☆12Jul 9, 2019Updated 6 years ago
- Implementation of bagging-based ensemble for solar irradiance prediction. Base learners used in ensemble learning is stacked-LSTM☆14Aug 28, 2020Updated 5 years ago
- ☆32May 24, 2021Updated 5 years ago
- The Pytorch implementation for "Learning to Learn Single Domain Generalization" (CVPR 2020)☆147Jun 15, 2020Updated 5 years ago
- Source code for StageNet: Stage-Aware Neural Networks for Health Risk Prediction☆33May 7, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- source code for the paper "Semi-supervised Learning over Heterogeneous Information Networks by Ensemble of Meta-graph Guided Random Walks…☆31May 20, 2017Updated 9 years ago
- Python code to prune ensembles☆13Mar 20, 2022Updated 4 years ago
- A curated list of awesome self-supervised methods☆6,392Feb 24, 2026Updated 3 months ago
- The Implementation of "AutoNE: Hyperparameter Optimization for Massive Network Embedding"(KDD 2019)☆17Jul 6, 2023Updated 2 years ago
- CentOS based Docker container for Time Series Analysis and Modeling.☆22Sep 19, 2019Updated 6 years ago
- some bravo or inspiring research works on the topic of curriculum learning☆247Aug 7, 2022Updated 3 years ago
- A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.☆1,558Nov 24, 2020Updated 5 years ago