prod-feng / scalecast-examples

Examples of the application of individual scalecast models

scalecast-examples

• Read the docs.
• scalecast project.
• pip install scalecast
• Write a notebook or write an article and we will link it and give you credit

Introduction to scalecast

• Notebook

Anomalies

• Notebook

ARIMA

• Forecast with ARIMA in Python More Easily with Scalecast
• Notebook

Auto Xvar Select

• Auto Model Specification with ML Techniques for Time Series
• Notebook

Backtested Dynamic Confidence Intervals

• Notebook

Combo

• Notebook

Confidence Intervals

• Notebook

Enplanement/COVID

• Notebook

Feature Reduction

• Variable Reduction Techniques for Time Series
• Notebook

Forecasting at Scale

• M4
• May the Forecasts Be with You
• Notebook

Holt-Winters Exponential Smoothing

• Notebook

Multivariate - Beyond the Basics

• Notebook

Prophet

• Notebook

RNN

• Exploring the LSTM Neural Network Model for Time Series
• LSTM Notebook
• RNN Notebook

Silverkite

• Notebook

Sklearn Multivariate

• Multiple Series? Forecast Them together with any Sklearn Model
• Notebook

Sklearn Univariate

• Expand your Time Series Arsenal with These Models
• Notebook

Stacking

• Notebook

Theta

• Notebook

Transforming

• Notebook

Validation Methods

• How Not to be Fooled by Time Series Models
• Model Validation Techniques for Time Series
• Notebook 1
• Notebook 2

VECM

• Employ a VECM to predict FANG Stocks with an ML Framework
• Notebook