stephanielees
I enjoy learning time series analysis, so I would like to share what I have learned. I majored in economics in college.
Pinned Repositories
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.
stephanielees's Repositories
stephanielees/shapeletsLTS-humansensor
using Learning Time-series Shapelets to learn shapelets in a human sensor dataset.
stephanielees/time-series-classification-with-ROCKET
stephanielees/goldFCN
using Fully Connected Network to forecast gold price in January 2024.
stephanielees/AsphaltPavementType-MiniRocket
Applying MiniRocket to classify asphalt pavement type
stephanielees/Bond-yield-modelling-with-DLM
Modelling the 10-year Treasury using the third order polynomial and moving average (MA) in DLM
stephanielees/clusterCPI_president
time series clustering for Consumer Price Index series that has been sliced based on the US presidents
stephanielees/gold-price-DLM
The implementation of Bayesian forecasting using Dynamic Linear Model to predict gold price.
stephanielees/smoothingNGram
Apply Bayesian statistics through DLM to smooth a 4-gram frequency series
stephanielees/time-series-classification-on-sensor-data
Time series classification to identify the state of human activity.
stephanielees/timeseries_with_missing_data_analysis
Analyze a time series with missing data, and generate values to be imputed to the series.
stephanielees/TNX10_LSTM
Predicting 10-year US Bond yield rate using LSTM