mango-time-series

All notable changes to the mango_time_series project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

[Unreleased]

[1.0.1] - 2024-12-26

Added

• Updated mango dependency version

[1.0.0] - 2024-12-24

Added

• Core time series data structures and classes

• Exploratory analysis tools for time series data

• Data validation and processing utilities

• Moving averages and time feature extraction

• Seasonal decomposition and stationarity tests

• Heteroscedasticity analysis

• Custom cross-validation for time series forecasting

• Comprehensive logging and error handling

• Enhanced time series analysis capabilities

• Improved data processing and validation functions

• Better integration with the mango ecosystem

Changed

• Updated dependencies and package configuration

• Enhanced test coverage and documentation

Features

• Time series data loading and manipulation

• Statistical analysis and visualization

• Feature engineering for machine learning

• Forecasting metrics and evaluation

• Calendar and holiday handling

• Efficient data processing with pandas and numpy