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The Top 23 Ensemble Open Source Projects

Open source projects categorized as Ensemble
Categories > Machine Learning > Ensemble
Predictive Uncertainty Estimation Using Deep Ensemble ⭐ 89
This repository is the code for Predictive Uncertainty Estimation using Deep Ensemble
most recent commit 2 years ago
Simpletensorflowclassificationexample ⭐ 88
SImple notebook and dataset to demonstrate classification in TensorFlow
most recent commit 4 years ago
Aichallenger2018_machinereadingcomprehension ⭐ 86
AI Challenger 2018 观点型问题阅读理解 复赛第8名 解决方案 (8th place of AI Challenger 2018 MRC)
most recent commit 5 years ago
Exploration By Disagreement ⭐ 86
[ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement
most recent commit 5 years 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 264most recent commit 3 months agopypi ert} Downloads
Pycobra ⭐ 84
python library implementing ensemble methods for regression, classification and visualisation tools including Voronoi tesselations.
total releases 7most recent commit 4 years ago
Kitsune Py ⭐ 83
A network intrusion detection system based on incremental statistics (AfterImage) and an ensemble of autoencoders (KitNET)
most recent commit 4 years ago
Deep Ensembles Uncertainty ⭐ 82
My implementation of the paper "Simple and Scalable Predictive Uncertainty estimation using Deep Ensembles"
most recent commit 6 years ago
18338 ⭐ 82
most recent commit 3 months ago
Ml Sound Classifier ⭐ 80
Machine Learning Sound Classifier
most recent commit 4 years ago
Vehicle Retrieval Kcnns ⭐ 80
vehicle image retrieval using k CNNs ensemble method
most recent commit 7 years ago
Openensembles ⭐ 79
Code for ensemble clustering
total releases 5most recent commit 3 years ago
Forecasthybrid ⭐ 78
Convenient functions for ensemble forecasts in R combining approaches from the {forecast} package
most recent commit 2 years ago
Kubernetes Zookeeper ⭐ 78
This project contains tools to facilitate the deployment of Apache ZooKeeper on Kubernetes.
most recent commit 4 years ago
Pensa ⭐ 77
PENSA - a collection of python methods for exploratory analysis and comparison of biomolecular conformational ensembles.
total releases 11most recent commit 5 months ago
Randommatrices.jl ⭐ 77
Random matrices package for Julia
most recent commit 4 months ago
Medley ⭐ 74
A system for blending regression models in R
most recent commit 11 years ago
Solrcloud Zookeeper Docker ⭐ 74
Run Solrcloud and Zookeeper in a Docker environment
most recent commit 2 years ago
Openda ⭐ 74
Open data assimilation toolbox
most recent commit 3 months ago
Zkconf ⭐ 74
Apache ZooKeeper quorum configuration generator
most recent commit 2 years ago
Slycat ⭐ 73
Web-based data science analysis and visualization platform.
total releases 9most 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 16most recent commit 6 months ago
Black Boxxy ⭐ 72
Some experiments into explaining complex black box ensemble predictions.
most recent commit 4 years ago
The 5 Latest Releases In Ensemble Open Source Projects
Classyfire ⭐ 8
R package clasyfire
total releases 3latest release January 12, 2015most recent commit 9 years ago
Extratrees ⭐ 19
ExtraTrees method for Java and R
dependent packages 4total releases 8latest release December 27, 2014most recent commit 8 years ago
Orchestra.jl ⭐ 42
Heterogeneous ensemble learning for Julia.
latest release July 23, 2014most recent commit 9 years ago
Pyda ⭐ 7
Object oriented data assimilation framework for python
total releases 1latest release April 11, 2014most recent commit 7 years ago
Sklearn Compiledtrees ⭐ 219
Compiled Decision Trees for scikit-learn
total releases 9latest release April 04, 2014most recent commit 3 years ago
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