Machine Learning (lab)
Fridays, 13:15--15:00 and 15:15--16:55, D-1/317.4.
lecture: prof. dr hab. inż. Halina Kwaśnicka
Learning materials
- You may watch at least two first videos from Neural networks by 3blue1brown.
- a concrete example of learning the net (in Polish)
Database with handwritten digits:
you may take the files mnist_loader.py and mnist.pkl.gz from
this repository. Please read the documentation in mnist_loader.py to learn how to use it (it's simple!).
Keras:
documentation,
quick tutorial.
Note: if you run the program from the tutorial and encounter an error
ValueError: ('The specified size contains a dimension with value <= 0'...
you may set the parameter
"image_data_format": "channels_first",
in the configuration file ~/.keras/keras.json