Perform a Quantile Anomaly detection on a given dataset:...
Add Average True Range to dataset of specific stock ticker.
Perform Automatic ARIMA forecast:...
Perform Automatic Complex Exponential Smoothing forecast: https://nixtla.github.io/statsforecast/models.html#autoces
Perform Automatic ETS (Error, Trend, Seasonality) forecast:...
Perform Automatic Statistical Forecast (select best statistical model from AutoARIMA, AutoETS, AutoCES, MSTL, ...)
Perform BRNN forecast (Vanilla RNN, LSTM, GRU):...
Clean a dataset by filling and dropping NaN values.
Combine two entire datasets, or add specific columns. Add specificcolumns with the syntax: <datasetX.column2>
Plot correlation coefficients.
The column you want to delete from a dataset.
Add %Change (Delta) to dataset based on specific column.
Show descriptive statistics of a dataset
Add exponential moving average to dataset based on specific column.
Perform Probabilistic Exponential Smoothing forecast:...
Export dataset to Excel
Perform a linear regression forecast:...
Load custom dataset (from previous export, custom imports).
Add momentum to dataset based on specific column.
Perform Multiple Seasonalities and Trend using Loess (MSTL) forecast:...
Perform NBEATS forecast (Neural Bayesian Estimation of Time Series):...
Perform nhits forecast: https://unit8co.github.io/darts/generated_api/darts.models.forecasting.tft_model.html
Plot data based on the index
Perform a regression forecast:...
The column you want to rename from a dataset.
Perform RNN forecast (Vanilla RNN, LSTM, GRU):...
Add rate of change to dataset based on specific column.
Add rsi to dataset based on specific column.
Perform Random Walk with Drift forecast: https://nixtla.github.io/statsforecast/models.html#randomwalkwithdrift
The seasonality for a given column
Perform SeasonalNaive forecasting: https://nixtla.github.io/statsforecast/models.html#seasonalnaive
Set the number of days to forecast
Show a portion of the DataFrame
Add price signal to dataset based on closing price. 1 if the signal is that short term price will go up as...
Add in Stochastic Oscillator %K and %D
Perform TCN forecast: https://unit8co.github.io/darts/generated_api/darts.models.forecasting.tcn_model.html
Perform TFT forecast (Temporal Fusion Transformer):...
Perform Theta forecast: https://unit8co.github.io/darts/generated_api/darts.models.forecasting.theta.html
Perform Transformer Forecast:...
Show library versions of required packages.
Utilize Whisper Model to transcribe a video. Currently only supports Youtube URLS: https://github.com/openai/whisper