Projects in Awesome Lists by stephanielees
A curated list of projects in awesome lists by stephanielees .
https://github.com/stephanielees/shapeletslts-humansensor
using Learning Time-series Shapelets to learn shapelets in a human sensor dataset.
Last synced: 21 Feb 2025
https://github.com/stephanielees/goldfcn
using Fully Connected Network to forecast gold price in January 2024.
forecasting fully-connected-network neural-network python timeseriesanalysis
Last synced: 21 Feb 2025
https://github.com/stephanielees/gold_nhits
long-term forecasting of daily average gold price with NHITS
deeplearning forecasting-prices
Last synced: 12 Mar 2025
https://github.com/stephanielees/smoothingngram
Apply Bayesian statistics through DLM to smooth a 4-gram frequency series
bayesian-statistics language smoothing timeseries
Last synced: 21 Feb 2025
https://github.com/stephanielees/bond-yield-modelling-with-dlm
Modelling the 10-year Treasury using the third order polynomial and moving average (MA) in DLM
Last synced: 21 Feb 2025
https://github.com/stephanielees/time-series-classification-on-sensor-data
Time series classification to identify the state of human activity.
classification deeplearning lstm shapelet-transform shapelets timeseries
Last synced: 21 Feb 2025
https://github.com/stephanielees/gold-price-dlm
The implementation of Bayesian forecasting using Dynamic Linear Model to predict gold price.
Last synced: 21 Feb 2025
https://github.com/stephanielees/hdbscan_weeklysales
Time series clustering using HDBSCAN
Last synced: 21 Feb 2025
https://github.com/stephanielees/cmap2hex
listing colors from several colormaps in Matplotlib to HEX codes
color colormap matplotlib visualization
Last synced: 05 Apr 2025
https://github.com/stephanielees/birdsoundclassification
Sound classification for classifying five birds
audio-classification dtw shapedtw
Last synced: 20 Mar 2025
https://github.com/stephanielees/clustercpi_president
time series clustering for Consumer Price Index series that has been sliced based on the US presidents
Last synced: 21 Feb 2025
https://github.com/stephanielees/ingarch-countts
INGARCH process for count time series
Last synced: 26 Feb 2025
https://github.com/stephanielees/tnx10_lstm
Predicting 10-year US Bond yield rate using LSTM
Last synced: 21 Feb 2025