CRAN/E | finnts

finnts

Microsoft Finance Time Series Forecasting Framework

Installation

About

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!

microsoft.github.io/finnts/
github.com/microsoft/finnts
Bug report File report

Key Metrics

Version 0.4.0
R ≥ 3.6.0
Published 2023-12-01 146 days ago
Needs compilation? no
License MIT
License File
CRAN checks finnts results

Downloads

Yesterday 18 0%
Last 7 days 88 -15%
Last 30 days 402 -15%
Last 90 days 1.357 -19%
Last 365 days 5.805 +39%

Maintainer

Maintainer

Mike Tokic

mftokic@gmail.com

Authors

Mike Tokic

aut / cre

Aadharsh Kannan

aut

Material

README
NEWS
Reference manual
Package source

In Views

TimeSeries

Vignettes

back-testing-and-hyperparameter-tuning
best-model-selection
external-regressors
feature-engineering
feature-selection
quick-start-guide
individual-forecast-components
hierarchical-forecasting
models-used-in-finnts
parallel-processing
tips-for-production

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

finnts archive

Depends

R ≥ 3.6.0
modeltime

Imports

cli
Cubist
dials
digest
doParallel
dplyr
earth
feasts
foreach
fs
generics
glue
glmnet
gtools
hts
kernlab
lubridate
magrittr
methods
parallel
parsnip
plyr
purrr
recipes
rsample
rules
snakecase
stringr
tibble
tidyr
tidyselect
timetk
tune
vroom
workflows

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