Microsoft Finance Time Series Forecasting Framework
Bridge CUBIST Multistep Modeling function
Bridge prediction Function for CUBIST Multistep Horizon Models
CUBIST Multistep Horizon
Ensemble Models
Final Models
Finn Forecast Framework
Get Final Forecast Data
Get Prepped Data
Get Prepped Model Info
Get run info
Get Final Trained Models
Bridge GLMNET Multistep Modeling function
Bridge prediction Function for GLMNET Multistep Horizon Models
GLMNET Multistep Horizon
List all available models
Bridge MARS Multistep Modeling function
Bridge prediction Function for mars Multistep Horizon Models
MARS Multistep Horizon
Predict custom cubist model
Predict custom glmnet model
Predict custom mars model
Predict custom svm_poly model
Predict custom svm_rbf model
Predict custom xgboost model
Prep Data
Prep Models
Print fitted custom cubist model
Print custom cubist model
Print fitted custom glmnet model
Print custom glmnet model
Print fitted custom mars model
Print custom mars model
Print fitted custom svm_poly model
Print custom svm_poly model
Print fitted custom svm_rbf model
Print custom svm_rbf model
Print fitted custom xgboost model
Print custom xgboost model
Set up finnts submission
Bridge SVM-POLY Multistep Modeling function
Bridge prediction Function for SVM-POLY Multistep Horizon Models
SVM-POLY Multistep Horizon
Bridge SVM-RBF Multistep Modeling function
Bridge prediction Function for SVM-RBF Multistep Horizon Models
SVM-RBF Multistep Horizon
Train Individual Models
Translate custom cubist model
Translate custom glmnet model
Translate custom mars model
Translate custom svm_poly model
Translate custom svm_rbf model
Translate custom xgboost model
Update parameter in custom cubist model
Update parameter in custom glmnet model
Update parameter in custom mars model
Update parameter in custom svm_poly model
Update parameter in custom svm_rbf model
Update parameter in custom xgboost model
Bridge XGBOOST Multistep Modeling function
Bridge prediction Function for XGBOOST Multistep Horizon Models
XGBOOST Multistep Horizon
Automated time series forecasting developed by Microsoft Finance. The Microsoft Finance Time Series Forecasting Framework, aka Finn, can be used to forecast any component of the income statement, balance sheet, or any other area of interest by finance. Any numerical quantity over time, Finn can be used to forecast it. While it can be applied outside of the finance domain, Finn was built to meet the needs of financial analysts to better forecast their businesses within a company, and has a lot of built in features that are specific to the needs of financial forecasters. Happy forecasting!
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