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data-assimilation-enkf

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yvesantonio / Data_Assimilation

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Advanced Data Assimilation Algorithms and Methods

data-science model-selection data-analytics data-analysis ensemble-learning model-driven-development data-processing data-assimilation variational-inference kalman-filter ensemble-prediction variational-method ensemble-models variational-monte-carlo kalman-estimator model-identification ensemble-kalman-filter data-assimilation-enkf ensemble-kalman-inversion
  • Updated May 8, 2021
  • MATLAB

JBris / time-series-online-data-assimilation-experiments

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Experiments for online learning and data assimilation for time series data.

time-series particle-filter unscented-kalman-filter data-assimilation kalman-filter online-learning time-series-analysis extended-kalman-filters data-fusion online-learning-algorithms time-series-prediction particle-filters time-series-forecasting extended-kalman-filter ensemble-kalman-filter particle-filtering data-assimilation-enkf unscented-kalman-filtering
  • Updated Feb 9, 2024
  • Jupyter Notebook

AdamJamesSheppard / Network-Information-Flow-Dynamics

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playing around with some maths and code. warning: this mathematics is completely un-peer reviewed and not based of existing models or frameworks. Do not take my word for anything in these documents as true as I have not proved propositions. However the code provides some empirical evidence

network-theory graph-theory kalman-filter functional-analysis data-assimilation-enkf dynamic-network-analysis node-prediction
  • Updated Nov 15, 2024
  • Jupyter Notebook

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