https://github.com/kmedian/panelctmc

Continuous Time Markov Chain for daily panel data and annual transition probabilities
https://github.com/kmedian/panelctmc

annual-transition-probabilities markov-chain pypi rating-migration stochastic-matrix transition-matrix transition-probability

Last synced: 2 days ago
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Continuous Time Markov Chain for daily panel data and annual transition probabilities

• Host: GitHub
• URL: https://github.com/kmedian/panelctmc
• Owner: kmedian
• License: mit
• Created: 2018-10-05T10:25:02.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2019-09-26T11:22:34.000Z (about 5 years ago)
• Last Synced: 2024-09-23T13:06:03.150Z (about 2 months ago)
• Topics: annual-transition-probabilities, markov-chain, pypi, rating-migration, stochastic-matrix, transition-matrix, transition-probability
• Language: Jupyter Notebook
• Size: 58.6 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 7
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGES.md
  • License: LICENSE

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# panelctmc

Continuous Time Markov Chain for daily panel data and annual transition probabilities

## Table of Contents

* [Installation](#installation)

* [Usage](#usage)

* [Commands](#commands)

* [Support](#support)

* [Contributing](#contributing)

## Installation

The `panelctmc` [git repo](http://github.com/kmedian/panelctmc) is available as [PyPi package](https://pypi.org/project/panelctmc)

```

pip install panelctmc

```

## Usage

Check the [examples](examples) folder for notebooks.

## Commands

* Check syntax: `flake8 --ignore=F401`

* Run Unit Tests: `python -W ignore -m unittest discover`

* Remove `.pyc` files: `find . -type f -name "*.pyc" | xargs rm`

* Remove `__pycache__` folders: `find . -type d -name "__pycache__" | xargs rm -rf`

* Upload to PyPi with twine: `python setup.py sdist && twine upload -r pypi dist/*`

## Debugging

* Notebooks to profile python code are in the [profile](profile) folder

## Support

Please [open an issue](https://github.com/kmedian/panelctmc/issues/new) for support.

## Contributing

Please contribute using [Github Flow](https://guides.github.com/introduction/flow/). Create a branch, add commits, and [open a pull request](https://github.com/kmedian/panelctmc/compare/).