The Top 23 Python Ensemble Open Source Projects

Open source projects categorized as Python Ensemble

Categories > Machine Learning > Ensemble

Categories > Programming Languages > Python

Adanet ⭐ 3,309

Fast and flexible AutoML with learning guarantees.

dependent packages 1total releases 13most recent commit 3 years ago

Mljar Supervised ⭐ 2,867

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

dependent packages 2total releases 84most recent commit 3 months ago

Datasketch ⭐ 2,236

MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW

dependent packages 22total releases 86most recent commit 3 months ago

Elephas ⭐ 1,548

Distributed Deep learning with Keras & Spark

total releases 2most recent commit 2 years ago

H2o Tutorials ⭐ 1,403

Tutorials and training material for the H2O Machine Learning Platform

most recent commit 2 years ago

Emcee ⭐ 1,389

The Python ensemble sampling toolkit for affine-invariant MCMC

dependent packages 206total releases 24most recent commit 4 months ago

Weighted Boxes Fusion ⭐ 1,387

Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.

dependent packages 2total releases 9most recent commit a year ago

Xcessiv ⭐ 1,232

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

total releases 34most recent commit 6 years ago

Kaggle Ensemble Guide ⭐ 1,201

Code for the Kaggle Ensembling Guide Article on MLWave

most recent commit 6 years ago

Named_entity_recognition ⭐ 1,118

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

most recent commit 3 years ago

Mlens ⭐ 808

ML-Ensemble – high performance ensemble learning

dependent packages 1total releases 14most recent commit 5 months ago

Ensemble Pytorch ⭐ 774

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

dependent packages 1total releases 10most recent commit 6 months ago

Ad_examples ⭐ 738

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.

most recent commit 2 years ago

Vecstack ⭐ 551

Python package for stacking (machine learning technique)

dependent packages 2total releases 6most recent commit 4 years ago

Heamy ⭐ 530

A set of useful tools for competitive data science.

total releases 6most recent commit 3 years ago

Skope Rules ⭐ 515

machine learning with logical rules in Python

dependent packages 4total releases 4most recent commit a year ago

Deslib ⭐ 438

A Python library for dynamic classifier and ensemble selection

most recent commit 10 months ago

Youtube 8m Willow ⭐ 410

Kaggle Youtube 8M WILLOW approach

most recent commit 5 years ago

Atspy ⭐ 409

AtsPy: Automated Time Series Models in Python (by @firmai)

total releases 39most recent commit 2 years ago

Rmdl ⭐ 409

RMDL: Random Multimodel Deep Learning for Classification

total releases 7most recent commit a year ago

Kaggle Imaterialist ⭐ 406

The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6

most recent commit 4 years ago

Carefree Learn ⭐ 400

Deep Learning ❤️ PyTorch

total releases 102most recent commit 4 months ago

Pysteps ⭐ 389

Python framework for short-term ensemble prediction systems.

dependent packages 1total releases 20most recent commit 4 months ago

The 10 Most Depended On Python Ensemble Open Source Projects

Emcee ⭐ 1,389

The Python ensemble sampling toolkit for affine-invariant MCMC

dependent packages 206total releases 24latest release February 02, 2023most recent commit 4 months ago

Datasketch ⭐ 2,236

MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW

dependent packages 22total releases 86latest release October 03, 2023most recent commit 3 months ago

Ert ⭐ 85

ERT - Ensemble based Reservoir Tool - is designed for running ensembles of dynamical models such as reservoir models, in order to do sensitivity analysis and data assimilation. ERT supports data assimilation using the Ensemble Smoother (ES), Ensemble Smoother with Multiple Data Assimilation (ES-MDA) and Iterative Ensemble Smoother (IES).

dependent packages 7total releases 264latest release November 29, 2023most recent commit 3 months ago

Skope Rules ⭐ 515

machine learning with logical rules in Python

dependent packages 4total releases 4latest release January 25, 2020most recent commit a year ago

Imbalanced Ensemble ⭐ 234

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

dependent packages 4total releases 10latest release July 22, 2023most recent commit 9 months ago

Fmu Ensemble ⭐ 12

Python objectification of reservoir model ensembles left on disk by ERT.

dependent packages 3total releases 17latest release May 04, 2022most recent commit 3 months ago

Weighted Boxes Fusion ⭐ 1,387

Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.

dependent packages 2total releases 9latest release April 20, 2022most recent commit a year ago

Vecstack ⭐ 551

Python package for stacking (machine learning technique)

dependent packages 2total releases 6latest release August 12, 2019most recent commit 4 years ago

Mljar Supervised ⭐ 2,867

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

dependent packages 2total releases 84latest release September 26, 2023most recent commit 3 months ago

Kombine ⭐ 32

A kernel-density-based, embarrassingly parallel ensemble sampler

dependent packages 2total releases 20latest release November 08, 2019most recent commit 2 years ago

The 10 Latest Releases In Python Ensemble Open Source Projects

Ert ⭐ 85

dependent packages 7total releases 264latest release November 29, 2023most recent commit 3 months ago

Sepp ⭐ 63

Ensemble of HMM methods (SEPP, TIPP, UPP)

total releases 1latest release November 09, 2023most recent commit 2 years ago

Libensemble ⭐ 59

A Python toolkit for coordinating asynchronous and dynamic ensembles of calculations.

dependent packages 1total releases 22latest release November 08, 2023most recent commit 3 months ago

Westpa ⭐ 175

WESTPA: The Weighted Ensemble Simulation Toolkit with Parallelization and Analysis

dependent packages 1total releases 12latest release October 20, 2023most recent commit 3 months ago

Carefree Learn ⭐ 400

Deep Learning ❤️ PyTorch

total releases 102latest release October 17, 2023most recent commit 4 months ago

Datasketch ⭐ 2,236

MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW

dependent packages 22total releases 86latest release October 03, 2023most recent commit 3 months ago

Atomai ⭐ 164

Deep and Machine Learning for Microscopy

dependent packages 1total releases 29latest release September 30, 2023most recent commit 4 months ago

Mljar Supervised ⭐ 2,867

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

dependent packages 2total releases 84latest release September 26, 2023most recent commit 3 months ago

Systems ⭐ 73

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.

total releases 16latest release August 29, 2023most recent commit 6 months ago

Imbalanced Ensemble ⭐ 234

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

dependent packages 4total releases 10latest release July 22, 2023most recent commit 9 months ago

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