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The Top 23 Ensemble Open Source Projects

Open source projects categorized as Ensemble
Categories > Machine Learning > Ensemble
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
Datasketch ⭐ 2,236
MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW
dependent packages 22total releases 86most recent commit 3 months agopypi datasketch} Downloads
Ensembles ⭐ 1,642
A synchronization framework for Core Data.
total releases 29most recent commit 10 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 3 months agopypi emcee} Downloads
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 agopypi ensemble-boxes} Downloads
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 agopypi mlens} Downloads
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 agopypi torchensemble} Downloads
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
Mocapnet ⭐ 738
We present MocapNET, a real-time method that estimates the 3D human pose directly in the popular Bio Vision Hierarchy (BVH) format, given estimations of the 2D body joints originating from monocular color images. Our contributions include: (a) A novel and compact 2D pose NSRM representation. (b) A human body orientation classifier and an ensemble of orientation-tuned neural networks that regress the 3D human pose by also allowing for the decomposition of the body to an upper and lower kinematic
most recent commit 5 months ago
Cloudforest ⭐ 705
Ensembles of decision trees in go/golang.
most recent commit 2 years ago
Treelite ⭐ 696
Universal model exchange and serialization format for decision tree forests
dependent packages 3total releases 46most recent commit 3 months agopypi treelite} Downloads
Nlp_quickbook ⭐ 560
NLP in Python with Deep Learning
most recent commit 3 months ago
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 2 years ago
Skope Rules ⭐ 515
machine learning with logical rules in Python
dependent packages 4total releases 4most recent commit a year agopypi skope-rules} Downloads
Gnina ⭐ 495
A deep learning framework for molecular docking
most recent commit 4 months ago
Openempire ⭐ 454
A multiplayer lockstep RTS engine compatible with the Age of Empires II Trial assets
most recent commit 4 years ago
The 10 Most Depended On 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 3 months agopypi emcee} Downloads
X ⭐ 11
Ensemble of GOlang libraries used by AppsCode
dependent packages 109total releases 20latest release May 29, 2023most recent commit a year ago
Superlearner ⭐ 250
Current version of the SuperLearner R package
dependent packages 42total releases 14latest release July 18, 2023most recent commit 9 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 agopypi datasketch} Downloads
Rlibeemd ⭐ 34
Ensemble Empirical Mode Decomposition (EEMD) and Its Complete Variant (CEEMDAN)
dependent packages 8total releases 10latest release October 07, 2021most recent commit 7 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 agopypi skope-rules} Downloads
Extratrees ⭐ 19
ExtraTrees method for Java and R
dependent packages 4total releases 8latest release December 27, 2014most recent commit 8 years ago
The 10 Latest Releases In Ensemble Open Source Projects
Go Curator ⭐ 6
latest release December 20, 2023most recent commit 10 years 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 agopypi libensemble} Downloads
Treelite ⭐ 696
Universal model exchange and serialization format for decision tree forests
dependent packages 3total releases 46latest release October 31, 2023most recent commit 3 months agopypi treelite} Downloads
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 agopypi westpa} Downloads
Carefree Learn ⭐ 400
Deep Learning ❤️ PyTorch
total releases 102latest release October 17, 2023most recent commit 3 months ago
Gometa ⭐ 8
dependent packages 2total releases 6latest release October 13, 2023most recent commit 6 months ago
Isclib ⭐ 12
Go library for interacting with InterSystems Corporation products like Cache, Ensemble, and IRIS
dependent packages 1total releases 4latest release October 12, 2023most recent commit 6 months ago
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