ensemble-prediction

There are 2 repositories under ensemble-prediction topic.

ZFTurbo / Weighted-Boxes-Fusion
Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.
boxes ensemble-prediction object-detection
Language:Python 1670
scikit-learn-contrib / DESlib
A Python library for dynamic classifier and ensemble selection
ensemble-learning ensemble-selection ensemble-prediction dynamic-ensembles dynamic-selection diversity diversity-measures classifier-ensembles
Language:Python 471
pySTEPS / pysteps
Python framework for short-term ensemble prediction systems.
nowcasting optical-flow advection forecast-verification stochastic-processes weather-radar precipitation hydrology rainfall rainfall-prediction ensemble-prediction weather
Language:Python 412
hwalsuklee / tensorflow-mnist-cnn
MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.
tensorflow mnist-classification mnist cnn ensemble-prediction data-augmentation dropout batch-normalization
Language:Python 196
UMD-AOSC / DA_Tutorial
This is a 'hands-on' tutorial for the RIKEN International School on Data Assimilation (RISDA2018).
data-assimilation data-science ensemble-prediction geoscience kalman-filter lorenz-attractor lorenz63 machine-learning machine-learning-algorithms particle-filter tutorial variational-method
Language:Python 26
geirev / EnKF_seir
EnKF_seir
data-assimilation ensemble-prediction enkf-seir
Language:Fortran 17
ChakoChen / Data-Assimilation-for-Ocean-Current-Forecasts
Postdoctoral project on construction of an EnOI (Ensemble Optimal Interpolation) data assimilation model for ocean current forecasts
data-assimilation ocean-modelling fortran90 ensemble-prediction
Language:Fortran 11
R-Madhuram / DartmouthCapstone_CrudeOilPricePrediction
Forecasting crude oil price based on only historical price data utilizing time-series forecasting and ensemble modeling.
crude-oil-price data-science ensemble-prediction forecasting-models machine-learning price-prediction time-series
Language:Jupyter Notebook 5
yvesantonio / Data_Assimilation
Advanced Data Assimilation Algorithms and Methods
data-assimilation data-science data-analysis data-processing data-analytics data-assimilation-enkf model-identification model-selection model-driven-development kalman-filter kalman-estimator ensemble-learning ensemble-models ensemble-prediction ensemble-kalman-filter ensemble-kalman-inversion variational-inference variational-method variational-monte-carlo
Language:MATLAB 4
andriygav / MixtureLib
The implementation of mixtures for different tasks.
linear-regression mixture-of-experts mixture-of-models ensemble ensemble-learning ensemble-prediction bayesian-methods expectation-maximization-algorithm dirichlet-distributions torch
Language:Python 2
csiro-hydroinformatics / efts
Handling ensemble forecast time series in hydrology, meteorology and possibly other domains
ensemble-prediction hydrologic-database time-series-forecast
Language:R 1
EmmaMuhleman1 / emmamuhlemantest1.github.io
ensemble-learning ensemble-model ensemble-stacking ensemble-machine-learning ensemble-prediction investment investment-portfolio investment-analysis investment-strategies investments investing investors quantitative-finance quant quantitative-trading quantitative-analysis data munging wrangling spark-ml
Language:HTML 1
olsenlabmit / Polymer-Ensemble-Similarity
Calculating Pairwise Similarity of Polymer Ensembles via Earth Mover’s Distance
earth-movers-distance ensemble ensemble-prediction graph-edit-distance optimal-transport polymer similarity similarity-metric cheminformatics digital-search
Language:Jupyter Notebook 1
Weiming-Hu / EITrans
Empirical Inverse Transform Function for Ensemble Calibration
ensemble-prediction analog
Language:R 1
achyuta26 / Kernels
Kernels for machine learning problems
lightgbm python bagging gradient-boosting-machine ensemble-prediction normality standardization random-forest gridsearchcv imbalanced-data ensemble-classifier classification
Language:Jupyter Notebook 0
plampite / earlyFIT
A framework to fit an ensemble of epidemic models to one or multiple regions at once
covid-19 coronavirus ensemble-prediction epidemic-model bootstrap
Language:MATLAB 0
RajSingh-1994 / Predicting-VideoMemorability-MachineLearning
Predicting long-term and short-term Video Memorability using Semantic and Video features.
video-memorability short-term-memorability long-term-memorability machinelearning videofeatures random-forest svr supportvectormachines support-vector-regression ensemble-model ensemble-machine-learning ensemble-prediction prediction prediction-algorithm spearman python3 python jupyter-notebook
Language:Jupyter Notebook 0
shreyas-muralidhara / Leaf-Wilting-Classification-Transfer-Learning
A ResNet50 based model to tackle the multi-class classification problem of detecting leaf wilting levels from plant images.
transfer-learning resnet-50 ensemble-prediction computer-vision
Language:Jupyter Notebook 0
hamzafar / learning_sine
ensemble-learning ensemble-prediction curve overfit
Language:Jupyter Notebook