├── 3-variants-of-classification-problems-in-machine-learning.md ├── README.md ├── a-gentle-introduction-to-long-short-term-memory-networks-lstm.md ├── a-simple-conv3d-example-with-keras.md ├── about-loss-and-loss-functions.md ├── albert-explained-a-lite-bert.md ├── an-introduction-to-dcgans.md ├── an-introduction-to-tensorflow-keras-callbacks.md ├── automating-neural-network-configuration-with-keras-tuner.md ├── avoid-wasting-resources-with-earlystopping-and-modelcheckpoint-in-keras.md ├── batch-normalization-with-pytorch.md ├── best-machine-learning-artificial-intelligence-books.md ├── beyond-swish-the-lisht-activation-function.md ├── bidirectional-lstms-with-tensorflow-and-keras.md ├── binary-crossentropy-loss-with-pytorch-ignite-and-lightning.md ├── can-neural-networks-approximate-mathematical-functions.md ├── classifying-imdb-sentiment-with-keras-and-embeddings-dropout-conv1d.md ├── cnns-and-feature-extraction-the-curse-of-data-sparsity.md ├── commoditizing-ai-the-state-of-automated-machine-learning.md ├── conditional-gans-cgans-explained.md ├── conv2dtranspose-using-2d-transposed-convolutions-with-keras.md ├── convolutional-neural-networks-and-their-components-for-computer-vision.md ├── convolutional-neural-networks-with-pytorch.md ├── could-chaotic-neurons-reduce-machine-learning-data-hunger.md ├── creating-a-multilabel-neural-network-classifier-with-tensorflow-and-keras.md ├── creating-a-multilayer-perceptron-with-pytorch-and-lightning.md ├── creating-a-signal-noise-removal-autoencoder-with-keras.md ├── creating-a-simple-binary-svm-classifier-with-python-and-scikit-learn.md ├── creating-an-mlp-for-regression-with-keras.md ├── creating-dcgan-with-pytorch.md ├── creating-dcgan-with-tensorflow-2-and-keras.md ├── creating-depthwise-separable-convolutions-in-keras.md ├── creating-interactive-visualizations-of-tensorflow-keras-datasets.md ├── creating-one-vs-rest-and-one-vs-one-svm-classifiers-with-scikit-learn.md ├── cropping-layers-with-pytorch.md ├── dall-e-openai-gpt-3-model-can-draw-pictures-based-on-text.md ├── dialogpt-transformers-for-dialogues.md ├── differences-between-autoregressive-autoencoding-and-sequence-to-sequence-models-in-machine-learning.md ├── distributed-training-tensorflow-and-keras-models-with-apache-spark.md ├── easy-causal-language-modeling-with-machine-learning-and-huggingface-transformers.md ├── easy-chatbot-with-dialogpt-machine-learning-and-huggingface-transformers.md ├── easy-grammar-error-detection-correction-with-machine-learning.md ├── easy-install-of-jupyter-notebook-with-tensorflow-and-docker.md ├── easy-machine-translation-with-machine-learning-and-huggingface-transformers.md ├── easy-masked-language-modeling-with-machine-learning-and-huggingface-transformers.md ├── easy-named-entity-recognition-with-machine-learning-and-huggingface-transformers.md ├── easy-object-detection-with-python-huggingface-transformers-and-machine-learning.md ├── easy-question-answering-with-machine-learning-and-huggingface-transformers.md ├── easy-sentiment-analysis-with-machine-learning-and-huggingface-transformers.md ├── easy-speech-recognition-with-machine-learning-and-huggingface-transformers.md ├── easy-table-parsing-with-tapas-machine-learning-and-huggingface-transformers.md ├── easy-text-summarization-with-huggingface-transformers-and-machine-learning.md ├── exploring-the-keras-datasets.md ├── extensions-to-gradient-descent-from-momentum-to-adabound.md ├── feature-scaling-with-python-and-sparse-data.md ├── finding-optimal-learning-rates-with-the-learning-rate-range-test.md ├── from-vanilla-rnns-to-transformers-a-history-of-seq2seq-learning.md ├── gans-an-introduction-to-frechet-inception-distance-fid.md ├── generative-adversarial-networks-a-gentle-introduction.md ├── getting-out-of-loss-plateaus-by-adjusting-learning-rates.md ├── getting-started-with-pytorch.md ├── gradient-descent-and-its-variants.md ├── greedy-layer-wise-training-of-deep-networks-a-pytorch-example.md ├── greedy-layer-wise-training-of-deep-networks-a-tensorflow-keras-example.md ├── grouped-convolutions-with-tensorflow-2-and-keras.md ├── he-xavier-initialization-activation-functions-choose-wisely.md ├── help-fight-covid-19-participate-in-the-cord-19-challenge.md ├── how-does-the-softmax-activation-function-work.md ├── how-to-build-a-convnet-for-cifar-10-and-cifar-100-classification-with-keras.md ├── how-to-build-a-resnet-from-scratch-with-tensorflow-2-and-keras.md ├── how-to-build-a-u-net-for-image-segmentation-with-tensorflow-and-keras.md ├── how-to-check-if-your-deep-learning-model-is-underfitting-or-overfitting.md ├── how-to-create-a-basic-mlp-classifier-with-the-keras-sequential-api.md ├── how-to-create-a-cnn-classifier-with-keras.md ├── how-to-create-a-confusion-matrix-with-scikit-learn.md ├── how-to-create-a-multilabel-svm-classifier-with-scikit-learn.md ├── how-to-create-a-neural-network-for-regression-with-pytorch.md ├── how-to-create-a-variational-autoencoder-with-keras.md ├── how-to-easily-create-a-train-test-split-for-your-machine-learning-model.md ├── how-to-evaluate-a-keras-model-with-model-evaluate.md ├── how-to-find-the-value-for-keras-input_shape-input_dim.md ├── how-to-generate-a-summary-of-your-keras-model.md ├── how-to-label-your-dataset-for-yolo-object-detection.md ├── how-to-normalize-or-standardize-a-dataset-in-python.md ├── how-to-perform-affinity-propagation-with-python-in-scikit.md ├── how-to-perform-fruit-classification-with-deep-learning-in-keras.md ├── how-to-perform-k-means-clustering-with-python-in-scikit.md ├── how-to-perform-mean-shift-clustering-with-python-in-scikit.md ├── how-to-perform-multioutput-regression-with-svms-in-python.md ├── how-to-predict-new-samples-with-your-keras-model.md ├── how-to-predict-new-samples-with-your-pytorch-model.md ├── how-to-save-and-load-a-model-with-keras.md ├── how-to-save-and-load-a-pytorch-model.md ├── how-to-use-batch-normalization-with-keras.md ├── how-to-use-binary-categorical-crossentropy-with-keras.md ├── how-to-use-categorical-multiclass-hinge-with-keras.md ├── how-to-use-conv2d-with-keras.md ├── how-to-use-cropping-layers-with-keras.md ├── how-to-use-dropout-with-keras.md ├── how-to-use-elu-with-keras.md ├── how-to-use-ftswish-with-keras.md ├── how-to-use-h5py-and-keras-to-train-with-data-from-hdf5-files.md ├── how-to-use-hdf5matrix-with-keras.md ├── how-to-use-hinge-squared-hinge-loss-with-keras.md ├── how-to-use-k-fold-cross-validation-with-keras.md ├── how-to-use-k-fold-cross-validation-with-pytorch.md ├── how-to-use-kullback-leibler-divergence-kl-divergence-with-keras.md ├── how-to-use-l1-l2-and-elastic-net-regularization-with-keras.md ├── how-to-use-l1-l2-and-elastic-net-regularization-with-pytorch.md ├── how-to-use-lisht-activation-function-with-keras.md ├── how-to-use-logcosh-with-keras.md ├── how-to-use-padding-with-keras.md ├── how-to-use-prelu-with-keras.md ├── how-to-use-pytorch-loss-functions.md ├── how-to-use-sparse-categorical-crossentropy-in-keras.md ├── how-to-use-tensorboard-with-keras.md ├── how-to-use-tensorboard-with-pytorch.md ├── how-to-use-upsample-for-upsampling-with-pytorch.md ├── how-to-visualize-a-model-with-keras.md ├── how-to-visualize-support-vectors-of-your-svm-classifier.md ├── how-to-visualize-the-decision-boundary-for-your-keras-model.md ├── how-to-visualize-the-encoded-state-of-an-autoencoder-with-keras.md ├── how-to-visualize-the-training-process-in-keras.md ├── images ├── 0-2.png ├── 0.png ├── 0_conv2d_1-1024x511.png ├── 0cf.png ├── 0db.png ├── 1-1.png ├── 1-1024x1024.jpg ├── 1-1024x384.png ├── 1-2-1.png ├── 1-2-1024x537.png ├── 1-2.png ├── 1-3.png ├── 1-5.png ├── 1-6.png ├── 1.png ├── 100_acc.png ├── 100_loss.png ├── 1024px-Right-continuous.svg_-1024x853.png ├── 10305.jpg ├── 10425.jpg ├── 10539.jpg ├── 10885.jpg ├── 10_100-1.jpg ├── 10_100.jpg ├── 11312.jpg ├── 11515.jpg ├── 119_100.jpg ├── 12365.jpg ├── 12403.jpg ├── 12481.jpg ├── 1280px-Manhattan_distance.svg_-1024x1024.png ├── 13749.jpg ├── 1403.jpg ├── 14650.jpg ├── 1523.jpg ├── 15294.jpg ├── 15307.jpg ├── 15330.jpg ├── 15743.jpg ├── 1676.jpg ├── 17749.jpg ├── 18017.jpg ├── 1813.jpg ├── 18167.jpg ├── 18_100.jpg ├── 1920px-Drawing_of_a_neuron.svg_-1024x397.png ├── 1920px-LSTM_cell.svg_.png ├── 1920px-Linear_regression.svg_-1024x677.png ├── 1920px-Normal_Distribution_PDF.svg_-1024x654.png ├── 19_100.jpg ├── 1_BHzGVskWGS_3jEcYYi6miQ-842x1024.png ├── 1_maxpooling2d_1-1024x511.png ├── 1dconv.png ├── 1dmap-1024x511.png ├── 1o-1024x684.jpg ├── 1x_approximated-1024x537.jpeg ├── 2-1.png ├── 2-1024x1024.jpg ├── 2-1024x384.png ├── 2-2-1024x537.png ├── 2-2.png ├── 2-3.png ├── 2-300x225.png ├── 2-4.png ├── 2.png ├── 20619.jpg ├── 21402.jpg ├── 21752.jpg ├── 22_bce_circles.png ├── 22_bce_db.png ├── 22_bce_history.png ├── 22_cce_clusters.png ├── 22_cce_db.png ├── 22_cce_history.png ├── 23_pad_1d-1024x147.png ├── 24085.jpg ├── 24100.jpg ├── 24854.jpg ├── 2558.jpg ├── 2560px-Gated_Recurrent_Unit_base_type.svg_.png ├── 2560px-Recurrent_neural_network_unfold.svg_.png ├── 26247.jpg ├── 26544.jpg ├── 26_100.jpg ├── 27260.jpg ├── 27447.jpg ├── 27569.jpg ├── 27757.jpg ├── 27809.jpg ├── 27872.jpg ├── 28222.jpg ├── 28291.jpg ├── 29119.jpg ├── 296px-Colored_neural_network.svg_.png ├── 29735.jpg ├── 2_conv2d_2-1024x511.png ├── 2cf.png ├── 2db.png ├── 3-1.png ├── 3-1024x1024.jpg ├── 3-1024x384.png ├── 3-2-1024x537.png ├── 3-2.png ├── 3-3.png ├── 3.png ├── 30218.jpg ├── 30good.png ├── 30over.png ├── 30samples.png ├── 30under.png ├── 31184.jpg ├── 32057.jpg ├── 32091.jpg ├── 33582.jpg ├── 34242.jpg ├── 34889.jpg ├── 35045.jpg ├── 3513.jpg ├── 35707.jpg ├── 3576.jpg ├── 35793.jpg ├── 36144.jpg ├── 36450.jpg ├── 37591.jpg ├── 37932.jpg ├── 38151.jpg ├── 38333.jpg ├── 38811.jpg ├── 38876.jpg ├── 39358.jpg ├── 3_flatten-1024x511.png ├── 3cm.png ├── 3d_mnist_perf-1024x581.png ├── 3db.png ├── 3o-1024x557.jpg ├── 4-1.png ├── 4-1024x1024.jpg ├── 4-1024x384.png ├── 4-2-1024x537.png ├── 4-2.png ├── 4-3.png ├── 4.png ├── 40360.jpg ├── 40969.jpg ├── 41192.jpg ├── 41909.jpg ├── 42180.jpg ├── 42681.jpg ├── 43819.jpg ├── 43871.jpg ├── 45028.jpg ├── 46818.jpg ├── 47056.jpg ├── 47308.jpg ├── 4798.jpg ├── 48003.jpg ├── 48674135-6fe49400-eb8c-11e8-963c-c343867b7565.gif ├── 48674136-71ae5780-eb8c-11e8-8d8f-8cb511009491.gif ├── 48715.jpg ├── 48975.jpg ├── 49002.jpg ├── 49065.jpg ├── 49406.jpg ├── 49534865371_7219ecfbcd_k-1024x800.jpg ├── 49626.jpg ├── 4_dense-1024x511.png ├── 4cm.png ├── 4db.png ├── 4o-1024x558.jpg ├── 5-1.png ├── 5-1024x1024.jpg ├── 5-1024x384.png ├── 5-2.png ├── 5.png ├── 5023.jpg ├── 50830.jpg ├── 51660.jpg ├── 54277.jpg ├── 5436.jpg ├── 54650.jpg ├── 56116.jpg ├── 56334.jpg ├── 5726.jpg ├── 58299.jpg ├── 5_dense-1024x511.png ├── 6-1.png ├── 6-1024x1024.jpg ├── 6-1024x384.png ├── 6-2.png ├── 6.png ├── 6418.jpg ├── 68747470733a2f2f61722e706567672e696f2f696d672f6563636f2d6c6f676f2d772d3830302e706e67.png ├── 7-1.png ├── 7-2-1.png ├── 7-2.png ├── 7-3.png ├── 7.png ├── 7333.jpg ├── 8-1.png ├── 8-2.png ├── 8.png ├── 800px-Neural_network_example.svg_-768x1024.png ├── 834.jpg ├── 9-2.png ├── 9-3.png ├── 9.png ├── Ads.drawio-1024x146.png ├── Apache_Spark_logo.svg_.png ├── Autoencoder.png ├── Average-Pooling-1.png ├── Average-Pooling.png ├── B3gizm9.png ├── Basic-neural-network.jpg ├── CNN-1.jpg ├── CNN-1.png ├── CNN-onechannel.png ├── CNN-opposite.png ├── CNN.jpg ├── CNN.png ├── CNNaltogether.png ├── CNNdepthwise-1.png ├── CNNpointwise.png ├── Causalpad-2.jpg ├── Causalpad-3-1024x429.jpg ├── Causalpad-4-1024x262.jpg ├── Cnn_layer-1.jpg ├── ComplexNeuralNetwork.png ├── Diagram-1-1024x590.png ├── Diagram-10-1.png ├── Diagram-11.png ├── Diagram-12.png ├── Diagram-13-771x1024.png ├── Diagram-14-1.png ├── Diagram-15.png ├── Diagram-17-627x1024.png ├── Diagram-18.png ├── Diagram-19.png ├── Diagram-20-1024x282.png ├── Diagram-21.png ├── Diagram-22.png ├── Diagram-23.png ├── Diagram-3.png ├── Diagram-32-1-1024x991.png ├── Diagram-32-1.png ├── Diagram-33-1024x352.png ├── Diagram-34-1024x353.png ├── Diagram-36-1024x353.png ├── Diagram-37.png ├── Diagram-38-1024x505.png ├── Diagram-39-1024x436.png ├── Diagram-4-1.png ├── Diagram-40-1024x385.png ├── Diagram-41-1024x334.png ├── Diagram-42-1024x319.png ├── Diagram-43-1024x342.png ├── Diagram-44-1024x625.png ├── Diagram-5.png ├── Diagram-6.png ├── Diagram-7.png ├── Diagram-8-1.png ├── Diagram-9.png ├── Dropout-neuron.png ├── EvaluationScenario-1024x366.png ├── FeatureVectorFeatureSpace.png ├── GAN-1024x431.jpg ├── GAN.jpg ├── GLS.png ├── Global-Average-Pooling-2.png ├── Global-Average-Pooling-3.png ├── Global-Max-Pooling-1.png ├── Global-Max-Pooling-3.png ├── High-level-training-process-1024x973.jpg ├── KTraintest.png ├── Kernel_Machine-1.png ├── Kernel_Machine.png ├── LSTM-1-1024x657.png ├── LSTM-1024x657.png ├── LSTM-2-1024x657.png ├── LSTM-3-1024x657.png ├── LSTM-4-1024x657.png ├── LSTM-5.png ├── ML-supervised.png ├── ML-unsupervised.png ├── Max-Pooling-1.png ├── Max-Pooling-2.png ├── Max-Pooling.png ├── MaximumCounterexample.png ├── MultivariateNormal.png ├── Normal-neuron.png ├── OPTICS.svg_-1024x700.png ├── Perceptron-1024x794.png ├── Perceptron_with_bias-1024x907.png ├── Saddle_Point_between_maxima.png ├── Saddle_point.png ├── Slaiency-1.png ├── Slaiency.png ├── StyleGAN.drawio-1.png ├── StyleGAN.drawio-925x1024.png ├── Svm_separating_hyperplanes_SVG.svg_-1024x886.png ├── T-SNE_visualisation_of_word_embeddings_generated_using_19th_century_literature-1024x695.png ├── Traintest.png ├── UnderOver.png ├── Unfold_through_time.png ├── Uniform_Distribution_PDF_SVG.svg_-1024x732.png ├── Which-regularizer-do-I-need-2-794x1024.png ├── Zero.drawio.png ├── acc-1.png ├── acc-2-1024x528.png ├── acc-2.png ├── acc-3-1024x537.png ├── acc-4-1024x537.png ├── acc.png ├── accuracy.png ├── act-1.png ├── act.png ├── action-artificial-intelligence-device-595804-1024x683.jpg ├── ad-1024x521.png ├── adult-adventure-backpack-287240-1024x767.jpg ├── af_ups.png ├── afbeelding-3.png ├── afbeelding-4.png ├── afbeelding-5.png ├── afbeelding-6.png ├── afbeelding.png ├── afp_cluster.png ├── afp_clustered.png ├── afterupsampling-1024x535.png ├── airplane-1.png ├── airplane-2.png ├── airplane.png ├── art-black-and-white-blur-724994-1024x736.jpg ├── art-blue-skies-clouds-335907-1024x686.jpg ├── assorted-clothes-996329-1-1024x683.jpg ├── automobile-1.png ├── automobile.png ├── bart-1024x449.jpg ├── bce-1-1024x421.png ├── bce-1-300x123.png ├── bce-1024x469.png ├── bce_t0-1024x459.png ├── beautiful-facial-expression-female-834949-1024x683.jpg ├── bidirectional-1024x414.png ├── bigdl-logo-bw.jpg ├── bin.png ├── bird-1.png ├── bird.png ├── black-background-brain-close-up-818563-1024x576.jpg ├── block1_conv1_11.jpg ├── block1_conv1_12.jpg ├── block1_conv1_15.jpg ├── block1_conv1_2.jpg ├── block1_conv1_25.jpg ├── block1_conv1_5.jpg ├── block2_conv1_100.jpg ├── block2_conv1_26.jpg ├── block2_conv1_33.jpg ├── block2_conv1_39.jpg ├── block2_conv1_84.jpg ├── block2_conv1_97.jpg ├── block3_conv2_123.jpg ├── block3_conv2_162.jpg ├── block3_conv2_17.jpg ├── block3_conv2_185.jpg ├── block3_conv2_21.jpg ├── block3_conv2_3.jpg ├── block4_conv1_100.jpg ├── block4_conv1_294.jpg ├── block4_conv1_461.jpg ├── block4_conv1_69.jpg ├── block4_conv1_78.jpg ├── block4_conv1_97.jpg ├── block5_conv2_136.jpg ├── block5_conv2_222.jpg ├── block5_conv2_247.jpg ├── block5_conv2_479.jpg ├── block5_conv2_480.jpg ├── block5_conv2_53.jpg ├── bookshelves-chair-desk-1546912.jpg ├── boston_boxplot.png ├── boston_boxplot_test-1.png ├── boston_boxplot_train-2.png ├── boundary.png ├── boxplot.jpg ├── cabinet-data-data-center-325229-1024x358.jpg ├── cardinality-2.png ├── cat-1.png ├── cat-2.png ├── cat.png ├── catmask.png ├── causal-1024x445.png ├── cf_matrix.png ├── chennai_oli_2018151.jpg ├── chennai_oli_2019170.jpg ├── cifar10_images.png ├── cifar10_visualized.png ├── classes-1.png ├── classes.png ├── classic-autoencoder.png ├── classic_autoencoder-1024x853.png ├── classic_cropped_accuracy.png ├── classic_cropped_loss.png ├── classic_drawing-1024x853.png ├── clr.png ├── clr_decay.png ├── clustered.png ├── clusters.png ├── clusters_2-1.png ├── clusters_mean.png ├── cnn_layer.jpg ├── combined-1.png ├── combined.png ├── comp.png ├── comparison.png ├── computerized_filter-2.jpg ├── computerized_image_2.jpg ├── conf_matrix.png ├── confused-digital-nomad-electronics-874242-1024x682.jpg ├── connection-data-desk-1181675-1024x683.jpg ├── constant23.png ├── constantpad.jpg ├── contracting-222x300.png ├── conv-new.png ├── conv-new2.png ├── conv.png ├── conv2d_1-1024x577.png ├── conv2d_2-1024x577.png ├── conv_matrix-1.jpg ├── convnet_fig.png ├── corepoints-1.png ├── corepoints-3-1024x504.png ├── corepoints-4.png ├── corepoints-5.png ├── corepoints.png ├── corereach-1.png ├── corereach-2.png ├── covids.png ├── crop_1.png ├── crop_2.png ├── crop_3.png ├── crop_4.png ├── darts-1.png ├── darts-1024x768.jpg ├── darts-1024x925.png ├── dataset.png ├── deer-1.png ├── deer.png ├── derivative_linear-1024x537.png ├── derivatives-1024x511.png ├── diary.png ├── differences-1.jpg ├── dig_1.png ├── dig_2.png ├── dig_3.png ├── dig_4-300x225.png ├── dig_4.png ├── dog-1.png ├── dog-2.png ├── dog.png ├── dog2.png ├── dropout.png ├── ecoc_boundary.png ├── ecoc_conf.png ├── eig.png ├── elephas-logo.png ├── elephas.gif ├── elu_acc.png ├── elu_avf.png ├── elu_deriv.png ├── elu_he_acc.png ├── elu_he_loss.png ├── elu_he_relu.png ├── elu_loss.png ├── elu_relu.png ├── emb_acc.png ├── emb_loss.png ├── emnist-balanced.png ├── emnist-byclass.png ├── emnist-bymerge.png ├── emnist-digits.png ├── emnist-letters.png ├── emnist-mnist.png ├── empty_vector.png ├── encoded-state-1024x511.png ├── envs-1.jpg ├── epoch0_batch0-1.jpg ├── epoch0_batch0.jpg ├── epoch0_batch100.jpg ├── epoch0_batch200-1.jpg ├── epoch0_batch200.jpg ├── epoch0_batch300.jpg ├── epoch0_batch350.jpg ├── epoch0_batch400.jpg ├── epoch0_batch50-1.jpg ├── epoch0_batch50.jpg ├── epoch0_batch500.jpg ├── epoch0_batch650.jpg ├── epoch18_batch0.jpg ├── epoch18_batch50.jpg ├── epoch1_batch0-1.jpg ├── epoch1_batch0.jpg ├── epoch1_batch100.jpg ├── epoch1_batch200.jpg ├── epoch1_batch300.jpg ├── epoch1_batch50.jpg ├── epoch22_batch100.jpg ├── epoch22_batch150.jpg ├── epoch22_batch200.jpg ├── epoch22_batch250.jpg ├── epoch25_batch0.jpg ├── epoch25_batch50.jpg ├── epoch2_batch0.jpg ├── epoch2_batch50.jpg ├── epoch30_batch0.jpg ├── epoch30_batch50.jpg ├── epoch36_batch0.jpg ├── epoch36_batch50.jpg ├── epoch3_batch0.jpg ├── epoch3_batch50.jpg ├── epoch40_batch1550.jpg ├── epoch40_batch1650.jpg ├── epoch40_batch1750.jpg ├── epoch40_batch1850.jpg ├── epoch_accuracy-1-1024x190.png ├── epoch_accuracy-1024x190.png ├── epoch_learning_rate-1-1024x192.png ├── epoch_learning_rate-1024x192.png ├── erd-1-1.png ├── example.jpg ├── example_nonlinear.png ├── expansive-228x300.png ├── explained-1-300x165.jpg ├── explained-1.jpg ├── exploits_of_a_mom.png ├── exploring_keras_datasets.jpg ├── exponential_decay.png ├── extended_a.png ├── extended_l.png ├── extra_k_logo_neg-300x173.png ├── ezgif-3-15f84305f6f1.gif ├── ezgif-3-55b348749f13.gif ├── ezgif-3-7996ebfb2d38.gif ├── ezgif.com-gif-maker-4.gif ├── f_acc.png ├── f_loss.png ├── featured_image-1024x505.png ├── feed-1024x404.jpg ├── feed-2.jpg ├── feed-3.jpg ├── filter.jpg ├── filter_move.jpg ├── final_lin_sep.png ├── final_lin_sep_db.png ├── fit-1.png ├── fit.png ├── fixed_lr_baseline.png ├── fixed_lr_large.png ├── fixed_lr_really_large.png ├── fixed_lr_really_small.png ├── fixed_lr_small.png ├── fmnist_50_latsp.png ├── fmnist_50_plot.png ├── fmnist_dmax_plot.png ├── fmnist_dmax_space.png ├── formula.jpg ├── frog-1.png ├── frog-2.png ├── frog.png ├── fruits.png ├── ftswish-1.png ├── ftswish_deriv.png ├── g1.png ├── gap_acc.png ├── gap_loss.png ├── gauss0.png ├── gauss1.png ├── grap1h.png ├── graph-1-1-1024x173.png ├── graph-1.png ├── graph-4.png ├── graph.png ├── greedy.drawio-1024x336.png ├── grouped.png ├── hierarchies.png ├── hinge_binary-1024x524.png ├── hinge_db.png ├── hinge_loss-1024x507.jpeg ├── hinge_nonlienar.png ├── hinge_squared-1024x511.png ├── horse-1.png ├── horse-2.png ├── horse.png ├── house_moved_filter.jpg ├── house_with_filter.jpg ├── huber_loss_d1.5-1024x511.png ├── huber_loss_mae1.5-1024x511.png ├── huberloss-1024x580.jpeg ├── huberloss.jpeg ├── hz.png ├── image-1-1024x401.png ├── image-1-1024x505.png ├── image-1-1024x542.png ├── image-1-1024x576.png ├── image-1.png ├── image-10-1024x191.png ├── image-10.png ├── image-1024x223.png ├── image-1024x372.png ├── image-1024x562.png ├── image-1024x584.png ├── image-11-1024x204.png ├── image-11.png ├── image-12-1024x801.png ├── image-12.png ├── image-13-1024x375.png ├── image-13-1024x624.png ├── image-13.png ├── image-14-1024x174.png ├── image-14-1024x296.png ├── image-14-1024x566.png ├── image-14-1024x638.png ├── image-15-1024x290.png ├── image-15.png ├── image-16-1024x185.png ├── image-16-1024x636.png ├── image-16.png ├── image-17-1024x428.png ├── image-17.png ├── image-18-1024x269.png ├── image-18-1024x470.png ├── image-18-1024x562.png ├── image-19-1024x239.png ├── image-19-1024x704.png ├── image-2-1024x170.png ├── image-2-1024x248.png ├── image-2-1024x454.png ├── image-2-1024x476.png ├── image-2-1024x480.png ├── image-2-1024x505.png ├── image-2.png ├── image-20.png ├── image-21-1024x538.png ├── image-22-1024x540.png ├── image-24-1024x432.png ├── image-25-1024x501.png ├── image-3-1024x350.png ├── image-3-1024x356.png ├── image-3-1024x414.png ├── image-3-1024x534.png ├── image-3-1024x790.png ├── image-3-150x150.png ├── image-3-300x290.png ├── image-3.png ├── image-300x203.png ├── image-35.png ├── image-36-1024x468.png ├── image-37-1024x441.png ├── image-38.png ├── image-39.png ├── image-4-1024x207.png ├── image-4-1024x284.png ├── image-4-1024x407.png ├── image-4-1024x415.png ├── image-4-1024x432.png ├── image-4-1024x455.png ├── image-4-1024x505.png ├── image-4-1024x568.png ├── image-4-897x1024.png ├── image-4.png ├── image-40.png ├── image-41-1024x468.png ├── image-42-1024x461.png ├── image-43.png ├── image-45.png ├── image-5-1024x122.png ├── image-5-1024x268.png ├── image-5-1024x415.png ├── image-5-1024x487.png ├── image-5-1024x505.png ├── image-5-1024x648.png ├── image-5-1024x875.png ├── image-5-1024x886.png ├── image-5.png ├── image-6-1024x218.png ├── image-6-1024x380.png ├── image-6-1024x480.png ├── image-6-1024x566.png ├── image-6-1024x779.png ├── image-6.png ├── image-7-1024x261.png ├── image-7-1024x393.png ├── image-7-1024x415.png ├── image-7-1024x782.png ├── image-7-737x1024.png ├── image-7.png ├── image-8-1024x415.png ├── image-8-1024x616.png ├── image-8-135x300.png ├── image-8.png ├── image-9-1024x415.png ├── image-9-1024x481.png ├── image-9.png ├── image-922x1024.png ├── image.jpg ├── image.png ├── incontinuous-1024x853.png ├── insurance.png ├── insurancedensity.png ├── iris-mix.png ├── iris-performance-1024x537.png ├── iris-petal.png ├── iris-plot-1024x537.png ├── iris-sepal.png ├── j3XuSZT.png ├── kernelized.png ├── kernelized1.png ├── kld.png ├── kld1.png ├── kld2.png ├── kld3.png ├── kld4.png ├── kmnist-k49.png ├── kmnist-kmnist.png ├── l1_a.png ├── l1_a_a.png ├── l1_component.png ├── l1_deriv.png ├── l1_kb.png ├── l1_kb_a.png ├── l1_l2_a.png ├── l1_l2_a_a.png ├── l1l2_a.png ├── l1l2_l.png ├── l2_a.png ├── l2_a_a.png ├── l2_a_l.png ├── l2_comp.png ├── l2_deriv.png ├── l2_kb.png ├── latent-space-visualized.png ├── latent-space-with-outliers.png ├── latent-space-without-outliers.png ├── layer-act-1024x227.png ├── layer-linear.png ├── leaky_relu.png ├── legend-1-1024x108.png ├── legend-2.png ├── likekthis3.png ├── likethis.png ├── likethis2.png ├── linear-1024x514.png ├── linear_classifier.jpg ├── linear_decay.png ├── linearly.png ├── linearly_separable_dataset-1.png ├── lisht_accuracy.png ├── lisht_ce_loss.png ├── lisht_derivs-1024x511.png ├── lisht_leaky_acc.png ├── lisht_leaky_ce.png ├── lisht_relu_acc.png ├── lisht_relu_ce.png ├── lisht_visualized-1024x511.png ├── logarithmic_performance-1024x537.png ├── logcosh-1024x433.jpeg ├── logcosh_loss.png ├── logcosh_mae.png ├── logits.png ├── logits_with_outputs.png ├── long_elu_acc-1024x294.png ├── long_elu_loss-1024x294.png ├── long_elu_relu-1024x294.png ├── loss-1.png ├── loss-2-1024x528.png ├── loss-2.png ├── loss-3-1024x537.png ├── loss-3.png ├── loss-4-1024x537.png ├── loss.png ├── lrf_mnist-1024x512.png ├── lrr_lr_accuracies.png ├── lrr_lr_losses.png ├── lrr_lrr_acc.png ├── lrr_lrr_loss.png ├── lrt_loss_deltas-1024x537.png ├── lrt_losses-1024x537.png ├── mae-1024x565.png ├── main-qimg-3a8a3a78734fed3301ed3546634b871a-c.jpg ├── mapping_network.png ├── matrix_zeroes.jpg ├── maxpooling-1024x577.png ├── mh_3.png ├── mh_boundary-1024x587.png ├── mh_loss-1024x564.png ├── mlabel_1.png ├── mlabel_2.png ├── mlm-1024x447.png ├── mnist-1.jpg ├── mnist-300x133.png ├── mnist-acc-poor-1024x537.png ├── mnist-visualize.png ├── mnist.png ├── mnist3d.jpg ├── mnist_100_latentspace.png ├── mnist_accs-1024x511.png ├── mnist_digits.png ├── mnist_visualized.jpeg ├── mnist_with_dct-1024x537.jpeg ├── model-1.png ├── model-137x300.png ├── model-2.png ├── model-219x1024.png ├── model-3-241x1024.png ├── model-4.png ├── model-5-187x300.png ├── model-5.png ├── model-6-187x300.png ├── model-6.png ├── model.png ├── model_cropping2d-84x300.png ├── moons.png ├── moons3d.png ├── moons3d1.png ├── moons_decision.png ├── mor-1024x516.jpg ├── mse-1024x563.png ├── multiplication.jpg ├── neg_vec.png ├── netron_model_mobilenetv2.png ├── no_a.png ├── no_l.png ├── noiseremoved.png ├── noisy.png ├── nonlinear-1-1024x514.png ├── nonlinear.png ├── normal_conv.jpg ├── notepad-1024x349.jpg ├── notresized.png ├── optics.png ├── outliers-1.png ├── outliers2-1.png ├── output_p-fs_H1lkLfV_0.png ├── ovo_boundary.png ├── ovo_conf.png ├── ovr_boundary.png ├── ovr_conf.png ├── pad-nopad-conv-1-300x300.jpg ├── pad-nopad-conv.jpg ├── pad-nopad.jpg ├── parabolic.png ├── parkout.jpg ├── pca_1.png ├── pca_2.png ├── pca_3.png ├── pcasvd.png ├── pears-1024x464.png ├── penalty-values.png ├── perceptron_with_boundary.png ├── pexels-ashley-williams-685382-1024x604.jpg ├── pexels-daria-shevtsova-880474-819x1024.jpg ├── pexels-fernando-arcos-211122-1024x681.jpg ├── pexels-helena-lopes-1015568-1024x683.jpg ├── pexels-manuel-geissinger-325229-1024x358.jpg ├── pexels-photo-1114690-1024x684.jpeg ├── pexels-photo-209679-1024x663.jpeg ├── pexels-pixabay-268460.jpg ├── photo-of-head-bust-print-artwork-724994-1024x736.jpg ├── pima-performance-1024x537.png ├── pima-performance-2-1024x537.png ├── plot_for_cifar10-1024x511.png ├── plot_for_mnist-1024x537.png ├── point.png ├── points.png ├── poly_both.png ├── poly_large.png ├── poly_small.png ├── pooling.jpg ├── possibly_separable.png ├── pre_up_plot.png ├── pred_1.png ├── pred_2.png ├── pred_3.png ├── pred_4.png ├── qSEY9xn.png ├── rankshape.png ├── rbf1.png ├── rbf2.png ├── rbf3.png ├── rcf_boundary.png ├── rcf_data.png ├── rcf_matrix.png ├── rcf_sup.png ├── reconstruction.png ├── reflection.png ├── reflection_1d-1024x147.png ├── reflection_pad.jpg ├── relu-1024x511.png ├── relu_and_deriv-1024x511.jpeg ├── relu_swish-1024x511.png ├── replication.png ├── replication_1d-1024x147.png ├── replication_pad.png ├── residual.png ├── resized.png ├── resnet56_noshort_small.jpg ├── rl_2d-1024x853.png ├── rlkl_2d-1024x853.png ├── robust.png ├── robust2.png ├── rplot.png ├── sal1-2.png ├── sal1.png ├── sal2.png ├── sal3.png ├── sal7-2.png ├── sal7.png ├── sal9.png ├── same-pad.jpg ├── sample_normalization.png ├── samples-1.png ├── samples-2-1.png ├── samples-3.png ├── samples.png ├── sampling-1.png ├── sampling.png ├── sampling_normalization.png ├── searchspace.png ├── selu.png ├── separable_data.png ├── sequential_encodedstate-1024x511.png ├── sequential_output-1024x511.png ├── sequential_rec.png ├── seven.png ├── sgd_only-1024x537.png ├── sgd_only_v-1024x537.png ├── ship-1.png ├── ship.png ├── shopout.jpg ├── sigmoid-1024x511.png ├── sigmoid_and_deriv-1024x511.jpeg ├── sigmoid_deriv-1024x511.png ├── sigmoid_deriv.png ├── signal_compaction-1.png ├── simple-resnet-block.png ├── simple_upsampling.png ├── sinusoidal.png ├── sinx_approximated-1024x537.jpeg ├── sinx_more_data-1024x537.jpeg ├── skips_example.png ├── sklrn.png ├── small_house.jpg ├── softmax_logits.png ├── sparse.png ├── sqh-db.png ├── sqh-generated.png ├── sqh-history-1024x537.png ├── standards.png ├── step_1.png ├── step_2.png ├── step_decay.png ├── stl10-1.png ├── street_bboxes_mc-1024x684.jpg ├── street_mc-1024x684.jpg ├── stylegan-teaser-1024x614.png ├── support_vectors.png ├── supportvectors.png ├── svhn-extra.png ├── svhn-normal.png ├── swish-1024x511.png ├── swish_deriv-1024x511.png ├── swish_formula.png ├── tanh-1024x511.png ├── tanh_and_deriv-1024x511.jpeg ├── taxicab1.png ├── taxicab2.png ├── tf-2.jpg ├── thispersondoesnotexist-1-1022x1024.jpg ├── time_decay.png ├── tree-1024x535.png ├── triangular-300x140.png ├── triangular.png ├── truck-1.png ├── truck-2.png ├── truck.png ├── twoclusters.png ├── twoclustersclustered.png ├── undercomplete.png ├── unet-1-1024x868.png ├── unidirectional-1024x414.png ├── usps.png ├── vae-encoder-decoder-1024x229.png ├── vae-encoder-x.png ├── vae-encoder.png ├── vae_mlp-300x180.png ├── vae_mnist.png ├── vae_space.png ├── val_acc.png ├── val_loss.png ├── validpad-300x300.jpg ├── vg_0.png ├── vizprinc.png ├── weight_histogram_1.jpg ├── weight_histogram_2.jpg ├── weight_images.jpg ├── whatisclassification.png ├── whatisclassification2.png ├── whatisclassification5.png ├── whatisclassification6.png ├── with_dropout-1024x497.png ├── x2_1000-1024x537.jpeg ├── x2_approximated-1024x537.jpeg ├── x2noise-300x225.png ├── x2noise.png ├── x2sample-300x225.png ├── x2sample.png ├── z0.png ├── z9.png ├── z9_o.png ├── zero_padding.png └── zero_padding_1d-1-1024x147.png ├── implementing-relu-sigmoid-and-tanh-in-keras.md ├── introducing-pca-with-python-and-scikit-learn-for-machine-learning.md ├── introduction-to-isotropic-architectures-in-computer-vision.md ├── introduction-to-transformers-in-machine-learning.md ├── intuitive-introduction-to-bert.md ├── intuitive-introduction-to-openai-gpt.md ├── intuitively-understanding-svm-and-svr.md ├── leaky-relu-improving-traditional-relu.md ├── life-3-0-review-being-human-in-the-age-of-ai.md ├── linking-maths-and-intuition-rosenblatts-perceptron-in-python.md ├── longformer-transformers-for-long-sequences.md ├── machine-learning-error-bias-variance-and-irreducible-error-with-python.md ├── making-more-datasets-available-for-keras.md ├── measuring-sparsity-during-training-tensorflow-pruningsummaries.md ├── ml-against-covid-19-detecting-disease-with-tensorflow-keras-and-transfer-learning.md ├── neural-network-activation-visualization-with-tf-explain.md ├── object-detection-for-images-and-videos-with-tensorflow-2-x.md ├── one-hot-encoding-for-machine-learning-with-python-and-scikit-learn.md ├── one-hot-encoding-for-machine-learning-with-tensorflow-and-keras.md ├── overview-of-activation-functions-for-neural-networks.md ├── performing-dbscan-clustering-with-python-and-scikit-learn.md ├── performing-linear-regression-with-python-and-scikit-learn.md ├── performing-optics-clustering-with-python-and-scikit-learn.md ├── problems-with-fixed-and-decaying-learning-rates.md ├── python-feature-scaling-with-outliers-in-your-dataset.md ├── quick-and-easy-gpu-tpu-acceleration-for-pytorch-with-huggingface-accelerate.md ├── random-initialization-vanishing-and-exploding-gradients.md ├── reducing-trainable-parameters-with-a-dense-free-convnet-classifier.md ├── relu-sigmoid-and-tanh-todays-most-used-activation-functions.md ├── resnet-a-simple-introduction.md ├── rise-of-the-machines-review-ais-broader-context.md ├── saying-hello-to-tensorflow-2-4-0.md ├── simple-multi-options-a-b-n-test-with-multi-armed-bandit-in-python.md ├── storing-web-app-machine-learning-predictions-in-a-sql-database.md ├── stylegan-a-step-by-step-introduction.md ├── tensorflow-cloud-easy-cloud-based-training-of-your-keras-model.md ├── tensorflow-eager-execution-what-is-it.md ├── tensorflow-model-optimization-an-introduction-to-pruning.md ├── tensorflow-model-optimization-an-introduction-to-quantization.md ├── tensorflow-model-optimization-introducing-weight-clustering.md ├── tensorflow-pruning-schedules-constantsparsity-and-polynomialdecay.md ├── testing-pytorch-and-lightning-models.md ├── the-differences-between-artificial-intelligence-machine-learning-more.md ├── the-tapas-transformer-table-parsing-with-bert.md ├── this-person-does-not-exist-how-does-it-work.md ├── training-your-neural-network-with-cyclical-learning-rates.md ├── transformers-for-long-text-code-examples-with-longformer.md ├── tutorial-building-a-hot-dog-not-hot-dog-classifier-with-tensorflow-and-keras.md ├── tutorial-how-to-deploy-your-convnet-classifier-with-keras-and-fastapi.md ├── u-net-a-step-by-step-introduction.md ├── understanding-separable-convolutions.md ├── understanding-transposed-convolutions.md ├── upsampling2d-how-to-use-upsampling-with-keras.md ├── using-constant-padding-reflection-padding-and-replication-padding-with-keras.md ├── using-deep-learning-for-classifying-mail-digits.md ├── using-dropout-with-pytorch.md ├── using-error-correcting-output-codes-for-multiclass-svm-classification.md ├── using-huber-loss-in-keras.md ├── using-leaky-relu-with-keras.md ├── using-radial-basis-functions-for-svms-with-python-and-scikit-learn.md ├── using-relu-sigmoid-and-tanh-with-pytorch-ignite-and-lightning.md ├── using-selu-with-tensorflow-and-keras.md ├── using-simple-generators-to-flow-data-from-file-with-keras.md ├── using-teachable-machine-for-creating-tensorflow-models.md ├── visualize-keras-models-overview-of-visualization-methods-tools.md ├── visualize-layer-outputs-of-your-keras-classifier-with-keract.md ├── visualizing-gradient-importance-with-vanilla-gradients-and-tf-explain.md ├── visualizing-keras-cnn-attention-grad-cam-class-activation-maps.md ├── visualizing-keras-cnn-attention-saliency-maps.md ├── visualizing-keras-model-inputs-with-activation-maximization.md ├── visualizing-keras-neural-networks-with-net2vis-and-docker.md ├── visualizing-transformer-behavior-with-ecco.md ├── visualizing-your-neural-network-with-netron.md ├── wav2vec-2-transformers-for-speech-recognition.md ├── what-are-l1-l2-and-elastic-net-regularization-in-neural-networks.md ├── what-are-max-pooling-average-pooling-global-max-pooling-and-global-average-pooling.md ├── what-do-convnets-see-visualizing-filters-with-activation-maximization.md ├── what-is-a-learning-rate-in-a-neural-network.md ├── what-is-a-variational-autoencoder-vae.md ├── 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