| license: cc-by-nc-4.0 | |
| pipeline_tag: time-series-forecasting | |
| tags: | |
| - time-series forecasting | |
| - expert selection | |
| - LLM | |
| # MoiraiAgent - Expert-selection Tool | |
| Top-performing forecasters exhibit unique advantages when applied to time series from specific domains or with particular patterns. | |
| MoiraiAgent can select the best prediction from a set of candidates. Expert-selection by MoiraiAgent boosts the time-series foreacsting performance significantly. For sample usage please check the [code](https://github.com/SalesforceAIResearch/uni2ts/tree/main/project/moirai-agent). | |
| ## Citation | |
| ```markdown | |
| https://www.salesforce.com/blog/moiraiagent/ | |
| ``` | |
| ## Ethical Considerations | |
| This release is for research purposes only in support of an academic paper. | |
| Our models, datasets, and code are not specifically designed or evaluated for all downstream purposes. | |
| We strongly recommend users evaluate and address potential concerns related to accuracy, safety, and fairness before deploying this model. | |
| We encourage users to consider the common limitations of AI, comply with applicable laws, | |
| and leverage best practices when selecting use cases, particularly for high-risk scenarios where errors or misuse could significantly | |
| impact people's lives, rights, or safety. For further guidance on use cases, refer to our AUP and AI AUP. |