Skip to main content

# Precessing timeseries problems using Regression This is a simple framework to process multi-variable timeseries dataset using regression.<br>

Most time series analysis methods focus on single variable data. It’s simple to understand<br> and work with such data. But sometimes our time series dataset may containe multi-varibles.<br> For example, in marketing analysis, profit of a day may not only be decided by the number<br> of customers, but also depend on campaign, CM and so on.<br> It is harder to model such problems and often many of the classical methods do not perform<br> well.<br>

Since regression methods are good at processing multivarible, we can simply turn our timeseries<br> dataset into training dataset for regression by exluding time columns.<br>

## Restrictions In general when using regression methods, timeseries data for your independent variables must be<br> avaliable to make predicitons.<br>

## How to use See example.ipynb

Metadata

Release files for timeseriesprocessing 0.0.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for timeseriesprocessing 0.0.1
File Size Uploaded
timeseriesprocessing-0.0.1.tar.gz 11.2 kB Details

Release files / timeseriesprocessing-0.0.1.tar.gz

Download URL timeseriesprocessing-0.0.1.tar.gz
Size 11.2 kB
Tags Source
SHA-256 checksum
How to use checksums
c741d0a1364404586a592ea9b20485550a0397b6f7841a37ad57e955604d88a2
BLAKE2b-256 checksum
How to use checksums
d64acb435b0f863286ee3023fca53f7aed09c145d78775ba4786876f0e6475ea
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No

Release history Release notifications | RSS feed

This release

0.0.1 This release

1 release file

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page