# mtd-learn: Package for training Mixture Transition Distribution (MTD) models
## Installation
` pip install mtdlearn `
## Communication GitHub [Issues](https://github.com/PiotrekGa/mtd-learn/issues) for bug reports, feature requests and questions.
## Contribution Any contribution is welcome! Please follow this [branching model](https://nvie.com/posts/a-successful-git-branching-model/).
## License MIT License (see [LICENSE](https://github.com/PiotrekGa/mtd-learn/blob/master/LICENSE)).
## References 1. Introduction to MTD model [The Mixture Transition Distribution Model for High-Order Markov Chains and Non-Gaussian Time Series](https://projecteuclid.org/euclid.ss/1042727943) by André Berchtold and Adrian Raftery 2. Paper with estimation algorithm implemented in the package [An EM algorithm for estimation in the Mixture Transition Distribution model ](https://arxiv.org/abs/0803.0525) by Sophie Lèbre and Pierre-Yves Bourguinon.
Metadata
Release files for mtdlearn 0.2.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| mtdlearn-0.2.3.tar.gz | 12.1 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| mtdlearn-0.2.3-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 26.9 kB
Release files / mtdlearn-0.2.3.tar.gz
| Download URL | mtdlearn-0.2.3.tar.gz |
|---|---|
| Size | 12.1 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
ce50547114404f79de9b40f3917fe3f9f52bc896986683d05f6ab15184d42d28
|
|
BLAKE2b-256 checksum How to use checksums |
6456b7d1e8095d886dc18584c67e96a4596d3229fda884c39a23daa7a0b5fb8b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/47.1.1 requests-toolbelt/0.9.1 tqdm/4.32.2 CPython/3.7.6
|
Release files / mtdlearn-0.2.3-py3-none-any.whl
| Download URL | mtdlearn-0.2.3-py3-none-any.whl |
|---|---|
| Size | 14.8 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
2a7f1b922351ff157f1b83cca1326ae9b8a1541c200a863e526425833e533445
|
|
BLAKE2b-256 checksum How to use checksums |
523d6a92429fd2cbffb3af0e18da2110c104205b43e11728b315c493f8755766
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/47.1.1 requests-toolbelt/0.9.1 tqdm/4.32.2 CPython/3.7.6
|