{"repo":"microsoft/finnts","free":true,"listed":false,"github":"https://github.com/microsoft/finnts","clone":"git clone https://github.com/microsoft/finnts.git","description":"Microsoft Finance Time Series Forecasting Framework (FinnTS) is a forecasting package that utilizes cutting-edge time series forecasting and parallelization on the cloud to produce accurate forecasts for financial data.","language":"R","stars":266,"topics":["time-series","forecasting","machine-learning","finnts","finance","business","microsoft","r","r-package","rstats"],"license":null,"category":"machine-learning","readme_excerpt":"Microsoft Finance Time Series Forecasting Framework The Microsoft Finance Time Series Forecasting Framework, aka finnts or Finn, is an automated forecasting framework for producing financial forecasts. While it was built for corporate finance activities, it can easily expand to any time series forecasting problem! - Built in AI agent that can act as your own virtual data scientist, always optimizing for the most accurate forecast. - Automated feature engineering, feature selection, back testing, and model selection. - Access to 25+ models. Both univariate and multivariate models. - Azure integration to run thousands of time series in parallel within the cloud. - Supports daily, weekly, monthly, quarterly, and yearly forecasts. - Handles external regressors, either purely historical or historical+future values. Installation CRAN version Development version To get a bug fix or to use a feature from the development version, you can install the development version of finnts from GitHub. Usage Contributing This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit . When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You w","default_branch":null,"files":null,"tree":[],"storefront":"/r/microsoft","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/microsoft/finnts/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}