/PythonMachineLearningExamples

Example Code from the book Python Machine Learning, using a database of character images.

Primary LanguagePythonMIT LicenseMIT

PythonMachineLearingExamples

These are Python programs mostly taken from the book "Python Machine Learning" by Sebastian Raschka

see the original programs from the book at:

https://github.com/rasbt/python-machine-learning-book

These programs were intended to prove out the data set of character images found in fonts.zip which will be automatically downloaded.

For a detailed explanation of each program, read "Python Machine Learning".

Due to the fact that a few E13B characters can be classified using only two features, most of the example programs that use the Iris dataset can also be be used with E13B.

run_batch.sc is a bash script that runs all of the programs in the directory

The script file will create many files in the folder, /tmp/plots.

Python 3.8 Anaconda3 Linux or Windows cuda 11.2.1 h5py 2.10.0 Keras 2.4.3 Lasagne 0.1 matplotlib 3.3.2 numpy 1.19.2 pytesseract 0.3.7 sklearn 0.0 tensorflow 2.4.1 tesseract 4.1.1 Theano 1.0.5 tika 1.24