TinySOM
The tinysom package is yet another Self-Organising Maps (SOM) library, with the following features:
- hexagonal and rectangular grid topologies
- Euclidean and cosine similarities
- Gaussian, exponential, linear and bubble neighbourhoods
- sub-classes for unsupervised clustering and supervised classification
- 2d visualisation of fitted grid
- unit dropout regularisation
Planned improvements:
- feature dropout regularisation
- parallelisation
- improve unsupervised clustering
1 maintainer
Release files for tinysom 0.2.4
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| tinysom-0.2.4.tar.gz | 36.0 MB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| tinysom-0.2.4-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 36.0 MB
Release files / tinysom-0.2.4.tar.gz
| Download URL | tinysom-0.2.4.tar.gz |
|---|---|
| Size | 36.0 MB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.6
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Release files / tinysom-0.2.4-py3-none-any.whl
| Download URL | tinysom-0.2.4-py3-none-any.whl |
|---|---|
| Size | 8.1 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.6
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