bias_variance_linear_regression.ipynb
bias_variance_ridge_regression.ipynb
binary_logistic_regression_tf.ipynb
binary_logistic_regression_tf_with_hidden_layers.ipynb
detailed_packages_list_conda.txt
detailed_packages_list_pip.txt
exam_points_meanfree_unitvar.csv
exercise04_rightinv.ipynb
exercise07_left_inverse_SVD_QR.ipynb
exercise07_linear_regression_LS_vs_SVD.ipynb
exercise08_bias_variance.ipynb
exercise08_ridge_regression.ipynb
exercise09_gradient_descent.m
exercise10_binary_logistic_regression.py
exercise12_HyperParameterTuning.ipynb
exercise12_MulticlassClassification_CategoricalCrossentropy.ipynb
exercise12_MusicGenreClassification.ipynb
gradient_descent_momentum.ipynb
gradient_descent_on_least_squares.ipynb
line_fit_linear_regression.ipynb
lstm_check_model_parameter_count.ipynb
regression_xor_twolayers.ipynb
tf_conv1D_vs_corr_conv.ipynb
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