Data Science Methods: Imputation

Time Series:

• Datawig
  • Uses Neural Networks to learn Machine Learning models in order to impute missing values.
• ARIMA Model
  • Predicting your missing values for time series data
• Linear Regression
• KNN

Interpolation and Regularization

• Also, https://machinelearningmastery.com/resample-interpolate-time-series-data-python/