[Feat] data preprocessing & infrustructure

[Yibei990826]

Description

These are feature requests from our users, compiled through individual meetings, with the numbers indicating how many times each feature was mentioned:

Data Preprocessing & Evaluation

• Enhanced data visualization tools for better result analysis (3).
• Anomaly detection as a preprocessing step (3).
• Streamline data loading across various data formats(1)
• Version control and parameter retrieval for models.(1)
• Streamlined preprocessing to handle missing dates and avoid errors in dataframes with gaps.
• Clearer and more informative error messages.

Infrastructure

• Enhanced integration with platforms like Azure AI and PowerBI (2).
• Asynchronous processing capabilities for large-scale, bulk time series forecasting (2).

Use case

No response