# forecast

### Commands

Anom

Get Quantile Anomaly Detection Data

Atr

Calculate the Average True Range of a variable based on a a specific stock ticker.

Autoarima

Performs Automatic ARIMA forecasting

Autoces

Performs Automatic Complex Exponential Smoothing forecasting

Autoets

Performs Automatic ETS forecasting

Autoselect

Performs Automatic Statistical forecasting

Brnn

Performs Block RNN forecasting

Clean

Clean up NaNs from the dataset

Combine

Adds the given column of df2 to df1

Corr

Returns correlation for a given df

Delete

Delete a column from a dataframe

Delta

Calculate the %change of a variable based on a specific column

Desc

Returns statistics for a given df

Ema

A moving average provides an indication of the trend of the price movement

Expo

Performs Probabilistic Exponential Smoothing forecasting

Export

Export a dataframe to a file

Linregr

Perform Linear Regression Forecasting

Load

Load custom file into dataframe.

Mom

A momentum oscillator, which measures the percentage change between the current

Mstl

Performs MSTL forecasting

Nbeats

Perform NBEATS Forecasting

Nhits

Performs Nhits forecasting

Plot

Plot data from a dataset

Regr

Perform Regression Forecasting

Rename

Rename a column in a dataframe

Rnn

Perform RNN forecasting

Roc

A momentum oscillator, which measures the percentage change between the current

Rsi

A momentum indicator that measures the magnitude of recent price changes to evaluate

Rwd

Performs Random Walk with Drift forecasting

Season

Seasonalnaive

Performs Seasonal Naive forecasting

Show

Show a dataframe in a table

Signal

A price signal based on short/long term price.

Sto

Stochastic Oscillator %K and %D : A stochastic oscillator is a momentum indicator comparing a particular closing

Tcn

Perform TCN forecasting

Tft

Performs Temporal Fusion Transformer forecasting

Theta

Performs Theta forecasting

Trans

Performs Transformer forecasting

Whisper