ensemble-learning

Open-source projects categorized as ensemble-learning
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Top 14 ensemble-learning Open-Source Projects

  • autogluon

    AutoGluon: Fast and Accurate ML in 3 Lines of Code

  • H2O

    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.

    • Project mention: Really struggling with open source models | /r/LocalLLaMA | 2023-07-12

    I would use H20 if I were you. You can try out LLMs with a nice GUI. Unless you have some familiarity with the tools needed to run these projects, it can be frustrating. https://h2o.ai/

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • 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.

    • Project mention: Deep Learning Interviews | news.ycombinator.com | 2023-05-05

  • Merlion

    Merlion: A Machine Learning Framework for Time Series Intelligence

  • MLJ.jl

    A Julia machine learning framework

  • ADBench

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

  • SharpLearning

    Machine learning for C# .Net

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • AutoMLPipeline.jl

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

  • 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..)

  • shapley

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

  • DFSpot-Deepfake-Recognition

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

  • modeltime.ensemble

    Time Series Ensemble Forecasting

  • Empirical_Study_of_Ensemble_Learning_Methods

    Training ensemble machine learning classifiers, with flexible templates for repeated cross-validation and parameter tuning

  • decision-tree-classifier

    Decision Tree Classifier and Boosted Random Forest

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

ensemble-learning related posts

Index

What are some of the best open-source ensemble-learning projects? This list will help you:

Project Stars
1 autogluon 7,091
2 H2O 6,730
3 interviews.ai 4,437
4 Merlion 3,260
5 MLJ.jl 1,722
6 ADBench 777
7 SharpLearning 373
8 AutoMLPipeline.jl 350
9 Intrusion-Detection-System-Using-Machine-Learning 325
10 shapley 210
11 DFSpot-Deepfake-Recognition 89
12 modeltime.ensemble 71
13 Empirical_Study_of_Ensemble_Learning_Methods 10
14 decision-tree-classifier 2

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