Time Series Analysis

A practical introduction to time series analysis and forecasting using Python.

The notebooks can be viewed as Jupyter Book at: https://scads.github.io/time-series-analysis/

How to run

Install uv

uv sync
uv run jupyter lab

uv run jupyter book build

The rendered HTML is written to _build/html/.

uv run jupyter book start

The rendered book can be viewed in your browser via http://localhost:3000

Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
.github/workflows		.github/workflows
.gitignore		.gitignore
00_load-dwd-data.ipynb		00_load-dwd-data.ipynb
01_time-series-properties.ipynb		01_time-series-properties.ipynb
02_tsa-traditional.ipynb		02_tsa-traditional.ipynb
03_tsa-ml-dl.ipynb		03_tsa-ml-dl.ipynb
04_automl.ipynb		04_automl.ipynb
05_tsa-transformer.ipynb		05_tsa-transformer.ipynb
LICENSE		LICENSE
README.md		README.md
intro.md		intro.md
logo.png		logo.png
myst.yml		myst.yml
pyproject.toml		pyproject.toml
requirements.txt		requirements.txt