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The Top 23 Python Machine Learning Ensemble Open Source Projects

Open source projects categorized as Python Machine Learning Ensemble
Categories > Machine Learning > Ensemble
Categories > Machine Learning > Machine Learning
Adanet ⭐ 3,309
Fast and flexible AutoML with learning guarantees.
dependent packages 1total releases 13most recent commit 3 years agopypi adanet} Downloads
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 agopypi mljar-supervised} Downloads
H2o Tutorials ⭐ 1,403
Tutorials and training material for the H2O Machine Learning Platform
most recent commit 2 years 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
Mlens ⭐ 808
ML-Ensemble – high performance ensemble learning
dependent packages 1total releases 14most recent commit 5 months agopypi mlens} Downloads
Vecstack ⭐ 551
Python package for stacking (machine learning technique)
dependent packages 2total releases 6most recent commit 4 years agopypi vecstack} Downloads
Heamy ⭐ 530
A set of useful tools for competitive data science.
total releases 6most recent commit 3 years ago
Rmdl ⭐ 409
RMDL: Random Multimodel Deep Learning for Classification
total releases 7most recent commit a year ago
Carefree Learn ⭐ 400
Deep Learning ❤️ PyTorch
total releases 102most recent commit 4 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 10most recent commit 9 months agopypi imbalanced-ensemble} Downloads
Time Series Machine Learning ⭐ 220
Machine learning models for time series analysis
most recent commit 6 years ago
Self Paced Ensemble ⭐ 217
ICDE'20 | A general & effective ensemble framework for imbalanced classification. | 泛用，高效，鲁棒的类别不平衡学习框架
total releases 9most recent commit a year ago
Shapley ⭐ 198
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
dependent packages 1total releases 5most recent commit 10 months agopypi shapley} Downloads
Atomai ⭐ 164
Deep and Machine Learning for Microscopy
dependent packages 1total releases 29most recent commit 4 months agopypi atomai} Downloads
Autosklearn Zeroconf ⭐ 163
autosklearn-zeroconf is a fully automated binary classifier. It is based on the AutoML challenge winner auto-sklearn. Give it a dataset with known outcomes (labels) and it returns a list of predicted outcomes for your new data. It even estimates the precision for you! The engine is tuning massively parallel ensemble of machine learning pipelines for best precision/recall.
most recent commit 4 years ago
Tiny_ml ⭐ 137
numpy 实现的 周志华《机器学习》书中的算法及其他一些传统机器学习算法
most recent commit 4 years ago
Awesome Ensemble Learning ⭐ 129
Ensemble learning related books, papers, videos, and toolboxes
most recent commit 5 years ago
Deepsuperlearner ⭐ 126
DeepSuperLearner - Python implementation of the deep ensemble algorithm
most recent commit 6 years ago
Kitnet Py ⭐ 124
KitNET is a lightweight online anomaly detection algorithm, which uses an ensemble of autoencoders.
most recent commit 5 years ago
Pycobra ⭐ 84
python library implementing ensemble methods for regression, classification and visualisation tools including Voronoi tesselations.
total releases 7most recent commit 4 years 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 16most recent commit 6 months ago
Multi Imbalance ⭐ 68
Python package for tackling multi-class imbalance problems. http://www.cs.put.poznan.pl/mlango/publications/mu
total releases 14most recent commit a year ago
Dreml ⭐ 66
PyTorch implementation of Deep Randomized Ensembles for Metric Learning(ECCV2018)
most recent commit 4 years ago
The 7 Most Depended On Python Machine Learning Ensemble Open Source Projects
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 agopypi imbalanced-ensemble} Downloads
Vecstack ⭐ 551
Python package for stacking (machine learning technique)
dependent packages 2total releases 6latest release August 12, 2019most recent commit 4 years agopypi vecstack} Downloads
Atomai ⭐ 164
Deep and Machine Learning for Microscopy
dependent packages 1total releases 29latest release September 30, 2023most recent commit 4 months agopypi atomai} Downloads
Mlens ⭐ 808
ML-Ensemble – high performance ensemble learning
dependent packages 1total releases 14latest release October 30, 2018most recent commit 5 months agopypi mlens} Downloads
Shapley ⭐ 198
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
dependent packages 1total releases 5latest release April 28, 2022most recent commit 10 months agopypi shapley} Downloads
Adanet ⭐ 3,309
Fast and flexible AutoML with learning guarantees.
dependent packages 1total releases 13latest release July 09, 2020most recent commit 3 years agopypi adanet} Downloads
The 10 Latest Releases In Python Machine Learning Ensemble Open Source Projects
Carefree Learn ⭐ 400
Deep Learning ❤️ PyTorch
total releases 102latest release October 17, 2023most recent commit 4 months ago
Atomai ⭐ 164
Deep and Machine Learning for Microscopy
dependent packages 1total releases 29latest release September 30, 2023most recent commit 4 months agopypi atomai} Downloads
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 agopypi imbalanced-ensemble} Downloads
Shapley ⭐ 198
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
dependent packages 1total releases 5latest release April 28, 2022most recent commit 10 months agopypi shapley} Downloads
Lumin ⭐ 47
LUMIN - a deep learning and data science ecosystem for high-energy physics.
total releases 23latest release July 07, 2021most recent commit a year ago
Sentivi ⭐ 9
A Simple Tool For Sentiment Analysis: https://sentivi.readthedocs.io/en/latest/index.htm
total releases 12latest release October 06, 2020most recent commit 3 years ago
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