https://github.com/petronetto/python-iris
Collection of iris classifcation for learning purposes
https://github.com/petronetto/python-iris
iris iris-dataset python pytorch theano
Last synced: 4 months ago
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Collection of iris classifcation for learning purposes
- Host: GitHub
- URL: https://github.com/petronetto/python-iris
- Owner: petronetto
- License: bsd-3-clause
- Created: 2017-11-27T03:02:40.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2017-11-27T03:05:04.000Z (almost 8 years ago)
- Last Synced: 2025-02-22T05:25:38.333Z (8 months ago)
- Topics: iris, iris-dataset, python, pytorch, theano
- Language: Python
- Size: 11.7 KB
- Stars: 1
- Watchers: 2
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Simple Sample Codes for Iris Dataset Classification
This is a collection of simple and easy to read program for Iris dataset classification. Using many library so you can see the difference between libraries for the same usage.
## Keras
- [Simple Neural Net for Iris dataset using Keras][iris_keras] (Multilayer perceptron model, with one hidden layer)
## Lasagne
- [Simple Neural Net for Iris dataset using Lasagne][iris_lasagne] (Multilayer perceptron model, with one hidden layer)
## Python
- [Simple Neural Net for Iris dataset without external library][iris_plain] (Multilayer perceptron model, with one hidden layer)
- [Simple Neural Net for Iris dataset without external library][iris_plain_2] (No-hidden layer model)
- [Simple Neural Net for Iris dataset using Scikit-learn-MLPClassifier][iris_scikit] (Multilayer perceptron model, with one hidden layer)
## PyTorch
- [Simple Neural Net for Iris dataset using PyTorch][iris_pytorch] (Multilayer perceptron model, with one hidden layer)
[iris_keras]:https://github.com/petronetto/python-iris/blob/master/Keras/iris_keras.py
[iris_lasagne]:https://github.com/petronetto/python-iris/blob/master/Lasagne/iris_lasagne.py
[iris_scikit]:https://github.com/petronetto/python-iris/blob/master/Python/iris_scikit.py
[iris_plain]:https://github.com/petronetto/python-iris/blob/master/Python/iris_plain_mlp.py
[iris_plain_2]:https://github.com/petronetto/python-iris/blob/master/Python/iris_plain_slp.py
[iris_pytorch]:https://github.com/petronetto/python-iris/blob/master/Pytorch/iris_pytorch.py