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GitHub topics: ensemble-prediction

ZFTurbo/Weighted-Boxes-Fusion

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

Language: Python - Size: 68.4 KB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 1,759 - Forks: 238

junchenzhi/Awesome-LLM-Ensemble

A curated list of Awesome-LLM-Ensemble papers for the survey "Harnessing Multiple Large Language Models: A Survey on LLM Ensemble"

Size: 4.89 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 30 - Forks: 5

pySTEPS/pysteps

Python framework for short-term ensemble prediction systems.

Language: Python - Size: 3.5 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 493 - Forks: 173

scikit-learn-contrib/DESlib

A Python library for dynamic classifier and ensemble selection

Language: Python - Size: 2.4 MB - Last synced at: 17 days ago - Pushed at: about 1 year ago - Stars: 484 - Forks: 106

hwalsuklee/tensorflow-mnist-cnn

MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.

Language: Python - Size: 168 MB - Last synced at: 21 days ago - Pushed at: over 6 years ago - Stars: 200 - Forks: 96

UMD-AOSC/DA_Tutorial

This is a 'hands-on' tutorial for the RIKEN International School on Data Assimilation (RISDA2018).

Language: Python - Size: 1.57 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 26 - Forks: 12

olsenlabmit/Polymer-Ensemble-Similarity

Calculating Pairwise Similarity of Polymer Ensembles via Earth Mover’s Distance

Language: Jupyter Notebook - Size: 13.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

geirev/EnKF_seir

EnKF_seir

Language: Fortran - Size: 89 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 17 - Forks: 28

yvesantonio/Data_Assimilation

Advanced Data Assimilation Algorithms and Methods

Language: MATLAB - Size: 1.04 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 1

andriygav/MixtureLib

The implementation of mixtures for different tasks.

Language: Python - Size: 8.77 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

hamzafar/learning_sine

Language: Jupyter Notebook - Size: 581 KB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

R-Madhuram/DartmouthCapstone_CrudeOilPricePrediction

Forecasting crude oil price based on only historical price data utilizing time-series forecasting and ensemble modeling.

Language: Jupyter Notebook - Size: 35.6 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 2

csiro-hydroinformatics/efts

Handling ensemble forecast time series in hydrology, meteorology and possibly other domains

Language: R - Size: 241 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 1

Weiming-Hu/EITrans

Empirical Inverse Transform Function for Ensemble Calibration

Language: R - Size: 377 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1

plampite/earlyFIT

A framework to fit an ensemble of epidemic models to one or multiple regions at once

Language: MATLAB - Size: 102 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

EmmaMuhleman1/emmamuhlemantest1.github.io

Language: HTML - Size: 2.93 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

Related Keywords
ensemble-prediction 16 ensemble-learning 6 ensemble 3 data-assimilation 3 data-science 3 machine-learning 2 ensemble-machine-learning 2 ensemble-models 2 variational-method 2 kalman-filter 2 expectation-maximization-algorithm 1 linear-regression 1 mixture-of-experts 1 mixture-of-models 1 torch 1 curve 1 overfit 1 crude-oil-price 1 wrangling 1 dirichlet-distributions 1 bayesian-methods 1 variational-monte-carlo 1 variational-inference 1 model-selection 1 model-identification 1 model-driven-development 1 kalman-estimator 1 ensemble-kalman-inversion 1 ensemble-kalman-filter 1 data-processing 1 data-assimilation-enkf 1 data-analytics 1 spark-ml 1 quantitative-trading 1 quantitative-finance 1 quantitative-analysis 1 quant 1 munging 1 investors 1 investments 1 investment-strategies 1 investment-portfolio 1 investment-analysis 1 investment 1 investing 1 ensemble-stacking 1 ensemble-model 1 data 1 epidemic-model 1 covid-19 1 coronavirus 1 bootstrap 1 analog 1 time-series-forecast 1 hydrologic-database 1 time-series 1 price-prediction 1 forecasting-models 1 dynamic-selection 1 dynamic-ensembles 1 diversity-measures 1 diversity 1 classifier-ensembles 1 weather-radar 1 weather 1 stochastic-processes 1 rainfall-prediction 1 rainfall 1 precipitation 1 optical-flow 1 nowcasting 1 hydrology 1 forecast-verification 1 advection 1 multi-llms 1 multi-agent-systems 1 llms 1 llm-ensemble 1 llm-agents 1 large-language-models 1 object-detection 1 boxes 1 data-analysis 1 enkf-seir 1 similarity-metric 1 similarity 1 polymer 1 optimal-transport 1 graph-edit-distance 1 earth-movers-distance 1 digital-search 1 cheminformatics 1 tutorial 1 particle-filter 1 machine-learning-algorithms 1 lorenz63 1 lorenz-attractor 1 geoscience 1 tensorflow 1 mnist-classification 1