ChronoAlign

Time series alignment, resampling, and time intelligent processing

Product category: Time series preprocessing

Applicable platforms: Python SDK, CLI, Docker

Technical affiliation: Time-series Preprocess, Calendar, DST

Programming language affiliation: Python

Tags: #TimeSeries #Preprocessing Product

Type: Time series preprocessing

ChronoAlign is designed for time series data pain points: handling time zones and daylight saving time, generating workday/holiday/peak period features, resampling and interpolation, constructing lag/lead windows and statistical sliding windows. It supports multi-source alignment (Conform), generating alignment logs and error metrics for each column, ensuring "every moment is interpretable" in the training set. For multimodal projects, it can use the time series timeline as an alignment anchor to drive time alignment of text/image/event features; for decision projects, it provides "policy window" generators to ensure time consistency in policy evaluation and backtesting. ChronoAlign makes the time dimension an engineering controllable "first citizen".

Delivery method: Instant digital download after purchase
License: Single-user commercial license
Usage limit: One-time use
Support: Technical documentation provided in the delivery file; no human technical support included