https://github.com/shortthirdman/timeseriesforecastinganalysis

Tools and methods for analyzing and forecasting time series data using various machine learning and statistical techniques.
https://github.com/shortthirdman/timeseriesforecastinganalysis

data-science jupyter-notebook python3 time-series-analysis time-series-forecasting

Last synced: about 1 year ago
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Tools and methods for analyzing and forecasting time series data using various machine learning and statistical techniques.

• Host: GitHub
• URL: https://github.com/shortthirdman/timeseriesforecastinganalysis
• Owner: shortthirdman
• License: mit
• Created: 2025-03-29T13:45:57.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2025-03-29T16:19:38.000Z (about 1 year ago)
• Last Synced: 2025-03-29T16:22:06.397Z (about 1 year ago)
• Topics: data-science, jupyter-notebook, python3, time-series-analysis, time-series-forecasting
• Language: Jupyter Notebook
• Homepage:
• Size: 98.6 KB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# TimeSeriesForecastingAnalysis

Tools and methods for analyzing and forecasting time series data using various machine learning and statistical techniques.

[![Made withJupyter](https://img.shields.io/badge/Made%20with-Jupyter-orange?style=for-the-badge&logo=Jupyter)](https://jupyter.org/try)	![GitHub License](https://img.shields.io/github/license/shortthirdman/TimeSeriesForecastingAnalysis?style=for-the-badge)	![GitHub code size in bytes](https://img.shields.io/github/languages/code-size/shortthirdman/TimeSeriesForecastingAnalysis?style=for-the-badge)	![GitHub repo size](https://img.shields.io/github/repo-size/shortthirdman/TimeSeriesForecastingAnalysis?style=for-the-badge)

## Development

  - Create a Python virtual environment and activate

	

	```shell

	$ python -m venv dev

	$ ./dev/Scripts/activate

	$ export PIP_CONFIG_FILE=".\pip.conf"

	```

  - Install the packages and dependencies as listed in requirements file

	

	```shell

	$ python -m pip install --upgrade pip

	$ pip install -U -r requirements.txt --no-cache-dir --disable-pip-version-check

	```

  - Start your development `Jupyter Notebook` or `Jupyter Lab` server

	

	```shell

	$ jupyter lab --notebook-dir=.\notebooks --no-browser

	```

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