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asphaltpavementtype-minirocket

Applying MiniRocket to classify asphalt pavement type

bond-yield-modelling-with-dlm

Modelling the 10-year Treasury using the third order polynomial and moving average (MA) in DLM

clustercpi_president

time series clustering for Consumer Price Index series that has been sliced based on the US presidents

gold-price-dlm

The implementation of Bayesian forecasting using Dynamic Linear Model to predict gold price.

goldfcn

using Fully Connected Network to forecast gold price in January 2024.

shapeletslts-humansensor

using Learning Time-series Shapelets to learn shapelets in a human sensor dataset.

smoothingngram

Apply Bayesian statistics through DLM to smooth a 4-gram frequency series

time-series-classification-on-sensor-data

Time series classification to identify the state of human activity.

time-series-classification-with-rocket

timeseries_with_missing_data_analysis

Analyze a time series with missing data, and generate values to be imputed to the series.

tnx10_lstm

Predicting 10-year US Bond yield rate using LSTM