Notebooks used in the course
Click github for a static view, click colab to open the file in google’s colab.
- 00_Checking_Correct_Installation.ipynb Colab github
- 01_MatrixMultiplication.ipynb Colab github
- 01_MatrixMultiplication_solution.ipynb Colab github
- 02_Linreg_with_slider.ipynb Colab github
- 02_Linreg_with_slider_solution.ipynb Colab github
- 03_log_reg_challenger.ipynb Colab github
- 03_log_reg_challenger_solution.ipynb Colab github
- 04_Multinomial_Logistic_Regression.ipynb Colab github
- 04_Multinomial_Logistic_Regression_solution.ipynb Colab github
- 04_multinomial_forward_pass_solution.ipynb Colab github
- 05_fcn_MNIST.ipynb Colab github
- 05_fcn_MNIST_solution.ipynb Colab github
- 06_fcn_MNIST_keras.ipynb Colab github
- 06_fcn_MNIST_keras_solution.ipynb Colab github
- 07_cnn1_mnist.ipynb Colab github
- 07_cnn1_mnist_solution.ipynb Colab github
- 08_cnn2_mnist.ipynb Colab github
- 08_cnn2_mnist_solution.ipynb Colab github
- 09_8_faces_fc.ipynb Colab github
- 10_8_faces_cnn.ipynb Colab github
- 11_8_faces_fine_tuning.ipynb Colab github
- 11_8_faces_fine_tuning_solution.ipynb Colab github
- 12_RNN_simple.ipynb Colab github
- 12_RNN_simple_solution.ipynb Colab github
- 13_RNN_stateful.ipynb Colab github
- 13_RNN_stateful_solution.ipynb Colab github
- 15_unsupervised_features_no_solution.ipynb Colab github
- 15_unsupervised_features_solution.ipynb Colab github
- 16_classification_few_labels_no_solution.ipynb Colab github
- 16_classification_few_labels_solution.ipynb Colab github
- 17_cifar10_not_all_labels_MC_Dropout.ipynb Colab github
- 17_cifar10_not_all_labels_MC_Dropout_solution.ipynb Colab github
- data_prep.ipynb Colab github
- mnist_cifar_vgg16_feature_extraction.ipynb Colab github
list created with create_notebooks_overview.py