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ajitsingh98
Time-Series-Analysis-and-Forecasting-with-Python ajitsingh98
38
87
mit
5
Time Series Analysis and Forecasting in Python
numpy stats pandas sarimax python-3 fbprophet stats-api arima-model statsmodels moving-average prophet-facebook arima-forecasting lstm-neural-networks time-series-analysis univariate-timeseries multivariate-timeseries time-series-forecasting holt-winters-forecasting machine-learning-algorithms deep-learning-for-time-series
Created 2019-12-29
39 commits to master branch, last one 4 months ago
KrishnanSG
holt-winters KrishnanSG
11
43
mit
3
The repository provides an in-depth analysis and forecast of a time series dataset as an example and summarizes the mathematical concepts required to have a deeper understanding of Holt-Winter's model...
python brutlag analysis modelling forecasting seasonality time-series data-science holt-winters jupyter-notebook anomaly-detection brutlag-algorithm holt-winter-model data-visualization forecasting-models time-series-analysis holt-winters-forecasting exponential-smoothing-models triple-exponential-smoothing
Created 2020-03-27
28 commits to master branch, last one 3 years ago