https://github.com/zdrzalikprzemyslaw/machine-learning
Implementations of Machine Learning algorithms in Python
https://github.com/zdrzalikprzemyslaw/machine-learning
classification image-quantization k-means k-means-clustering k-means-implementation-in-python kohonen kohonen-map machine-learning mlp multi-layer-perceptron neural-gas neural-network python python3 self-organizing-map som
Last synced: 7 months ago
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Implementations of Machine Learning algorithms in Python
- Host: GitHub
- URL: https://github.com/zdrzalikprzemyslaw/machine-learning
- Owner: ZdrzalikPrzemyslaw
- License: apache-2.0
- Created: 2020-03-13T09:36:36.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2020-06-11T22:27:42.000Z (over 5 years ago)
- Last Synced: 2025-01-21T12:46:47.326Z (9 months ago)
- Topics: classification, image-quantization, k-means, k-means-clustering, k-means-implementation-in-python, kohonen, kohonen-map, machine-learning, mlp, multi-layer-perceptron, neural-gas, neural-network, python, python3, self-organizing-map, som
- Language: Python
- Homepage:
- Size: 53.3 MB
- Stars: 4
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE.md
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README
# Machine Learning
Pyton implementations of various Machine Learning algorithms.
## Team Members
* [Przemysław Zdrzalik](https://github.com/ZdrzalikPrzemyslaw)
* [Karol Domański](https://github.com/k-domanski)
## [MLP](https://github.com/ZdrzalikPrzemyslaw/Machine-Learning/tree/master/MultilayerPerceptron)
* [Approximation](https://github.com/ZdrzalikPrzemyslaw/Machine-Learning/tree/master/MultilayerPerceptron/Approximation)
* [Classification](https://github.com/ZdrzalikPrzemyslaw/Machine-Learning/tree/master/MultilayerPerceptron/Classification)
* [Transformation](https://github.com/ZdrzalikPrzemyslaw/Machine-Learning/tree/master/MultilayerPerceptron/Transformation)
## [SOM](https://github.com/ZdrzalikPrzemyslaw/Machine-Learning/tree/master/SelfOrganizingMap)
* [Kohonen and Neural Gas Algorithms](https://github.com/ZdrzalikPrzemyslaw/Machine-Learning/tree/master/SelfOrganizingMap/KohonenAndNeuralGas)
* [K-Means clustering](https://github.com/ZdrzalikPrzemyslaw/Machine-Learning/tree/master/SelfOrganizingMap/KMeans)
* [Image Quantization](https://github.com/ZdrzalikPrzemyslaw/Machine-Learning/tree/master/SelfOrganizingMap/ImageQuantization)
## [RBF](https://github.com/ZdrzalikPrzemyslaw/Machine-Learning/tree/master/RadialBasisFunctionNetwork)
* [Approximation](https://github.com/ZdrzalikPrzemyslaw/Machine-Learning/tree/master/RadialBasisFunctionNetwork/Approximation)
* [Classification](https://github.com/ZdrzalikPrzemyslaw/Machine-Learning/tree/master/RadialBasisFunctionNetwork/Classification)
* [Both Previous Variants with back propagation](https://github.com/ZdrzalikPrzemyslaw/Machine-Learning/tree/master/RadialBasisFunctionNetwork/ApproximationAndClassificationWithBackPropagation)
## License
[Apache License 2.0](https://choosealicense.com/licenses/apache-2.0/)