01.12.18 - Notebook provides basic introduction to spatial data science in python for UMN Day of Data 2018
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Oct 25, 2018 - Jupyter Notebook
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autocorrelation
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In this notebook, we performed data analysis on financial time series data from Yahoo Finance for the US market. We examined seasonality, trends, stationarity, and other aspects such as outliers and correlations.
visualization data-analysis autocorrelation financial-analysis time-series-analysis correlation-analysis timeseries-forecasting
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Nov 21, 2024 - Jupyter Notebook
This notebook loads a time series of gas concentrations in the air to train a recurrent neural network to predict the next hour of data
python machine-learning time-series numpy sklearn jupyter-notebook pandas pytorch seaborn imputation autocorrelation k-nearest-neighbours linear-interpolation recurrent-neural-network lstm-neural-network
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Apr 19, 2024 - Jupyter Notebook
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