====== SNN ====== [[..:start|Start]]\\ [[..:wyklad:start|Wykład]]\\ [[start|Laboratorium]]\\ [[https://moodle.umk.pl/WFAIIS/course/view.php?id=41|Moodle]]\\ ====== Notatniki ====== * 1. Wprowadzenie \\ [[https://moodle.umk.pl/WFAIIS/mod/assign/view.php?id=7119|Moodle]] [[https://github.com/IS-UMK/ssn_lab_01/blob/master/01_Wprowadzenie.ipynb|Notatnik]] [[https://colab.research.google.com/github/IS-UMK/ssn_lab_01/blob/master/01_Wprowadzenie.ipynb|{{zajecia:mn_2020_2:colab-badge.png}}]] * 2. Perceptron \\ [[https://moodle.umk.pl/WFAIIS/mod/assign/view.php?id=7239|Moodle]] [[https://github.com/IS-UMK/ssn_lab_02/blob/master/02_Perceptron.ipynb|Notatnik]] [[https://colab.research.google.com/github/IS-UMK/ssn_lab_02/blob/master/02_Perceptron.ipynb|{{zajecia:mn_2020_2:colab-badge.png}}]] * 3. Softmax \\ [[https://moodle.umk.pl/WFAIIS/mod/assign/view.php?id=7274|Moodle]] [[https://github.com/IS-UMK/ssn_lab_03/blob/master/03_mlp_softmax.ipynb|Notatnik]] [[https://colab.research.google.com/github/IS-UMK/ssn_lab_03/blob/master/03_mlp_softmax.ipynb|{{zajecia:mn_2020_2:colab-badge.png}}]] * 4. Generalizacja MLP \\ [[https://moodle.umk.pl/WFAIIS/mod/assign/view.php?id=7451|Moodle]] [[https://github.com/IS-UMK/ssn_lab_04/blob/master/04_mlp_test.ipynb|Notatnik]] [[https://colab.research.google.com/github/IS-UMK/ssn_lab_04/blob/master/04_mlp_test.ipynb|{{zajecia:mn_2020_2:colab-badge.png}}]] * 5. Kwantyzacja wektorowa \\ [[https://moodle.umk.pl/WFAIIS/mod/assign/view.php?id=11146|Moodle]] [[https://github.com/IS-UMK/ssn_lab_05/blob/master/vq.ipynb|Notatnik]] [[https://colab.research.google.com/github/IS-UMK/ssn_lab_05/blob/master/vq.ipynb|{{zajecia:mn_2020_2:colab-badge.png}}]] * 6. Tensorflow i Keras \\ [[https://moodle.umk.pl/WFAIIS/mod/assign/view.php?id=7556|Moodle]] [[https://github.com/IS-UMK/ssn_lab_06/blob/master/tensorflow_keras.ipynb|Notatnik]] [[https://colab.research.google.com/github/IS-UMK/ssn_lab_06/blob/master/tensorflow_keras.ipynb|{{zajecia:mn_2020_2:colab-badge.png}}]] * 7. Sieci splotowe \\ [[https://moodle.umk.pl/WFAIIS/mod/assign/view.php?id=7569|Moodle]] [[https://github.com/IS-UMK/ssn_lab_07/blob/master/cnn.ipynb|Notatnik ]] [[https://colab.research.google.com/github/IS-UMK/ssn_lab_07/blob/master/cnn.ipynb|{{zajecia:mn_2020_2:colab-badge.png}}]] * 8. Transfer learning \\ [[https://moodle.umk.pl/WFAIIS/mod/assign/view.php?id=7584|Moodle]] [[https://github.com/IS-UMK/ssn_lab_08/blob/master/cnn2.ipynb|Notatnik]] [[https://colab.research.google.com/github/IS-UMK/ssn_lab_08/blob/master/cnn2.ipynb|{{zajecia:mn_2020_2:colab-badge.png}}]] * 9. Sieci rekurencyjne \\ [[https://moodle.umk.pl/WFAIIS/mod/assign/view.php?id=7600|Moodle]] [[https://github.com/IS-UMK/ssn_lab_11/blob/master/rnn.ipynb|Notatnik]] [[https://colab.research.google.com/github/IS-UMK/ssn_lab_11/blob/master/rnn.ipynb|{{zajecia:mn_2020_2:colab-badge.png}}]] * 10. Autoenkodery \\ [[https://moodle.umk.pl/WFAIIS/mod/assign/view.php?id=7636|Moodle]] [[https://github.com/IS-UMK/ssn_lab_10/blob/master/autoencoder.ipynb|Notatnik]] [[https://colab.research.google.com/github/IS-UMK/ssn_lab_10/blob/master/autoencoder.ipynb|{{zajecia:mn_2020_2:colab-badge.png}}]]