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README.md
README.md
 
 
part1-0001-model.md
part1-0001-model.md
 
 
part1-0002-model-info.py
part1-0002-model-info.py
 
 
part1-0003-model-weights1.py
part1-0003-model-weights1.py
 
 
part1-0003-model-weights2.py
part1-0003-model-weights2.py
 
 
part1-0004-initial-output.py
part1-0004-initial-output.py
 
 
part1-0005-weight-error.md
part1-0005-weight-error.md
 
 
part1-0006-model-function1.py
part1-0006-model-function1.py
 
 
part1-0006-model-function2.py
part1-0006-model-function2.py
 
 
part1-0007-function-call.py
part1-0007-function-call.py
 
 
part1-0008-hidden-layer-values-prediction.py
part1-0008-hidden-layer-values-prediction.py
 
 
part1-0009-model-function-output-weights.py
part1-0009-model-function-output-weights.py
 
 
part1-0010-function-call.py
part1-0010-function-call.py
 
 
part1-0011-calculate-first-model-error.py
part1-0011-calculate-first-model-error.py
 
 
part1-0012-where-are-we.md
part1-0012-where-are-we.md
 
 
part1-0013-gradient-descent1.md
part1-0013-gradient-descent1.md
 
 
part1-0013-gradient-descent2.py
part1-0013-gradient-descent2.py
 
 
part1-0013-gradient-descent3.py
part1-0013-gradient-descent3.py
 
 
part1-0013-gradient-descent4.py
part1-0013-gradient-descent4.py
 
 
part1-0013-gradient-descent5.py
part1-0013-gradient-descent5.py
 
 
part1-0014-early-stopping1.py
part1-0014-early-stopping1.py
 
 
part1-0014-early-stopping2.py
part1-0014-early-stopping2.py
 
 
part1-0099-next-steps.md
part1-0099-next-steps.md
 
 
part2-0001-first-model.py
part2-0001-first-model.py
 
 
part2-0002-layers.py
part2-0002-layers.py
 
 
part2-0003-summary-and-bias1.py
part2-0003-summary-and-bias1.py
 
 
part2-0004-model2.py
part2-0004-model2.py
 
 
part2-0005-summary-and-bias2.py
part2-0005-summary-and-bias2.py
 
 
part2-0006-non-trainable-params.py
part2-0006-non-trainable-params.py
 
 
part2-0007-model-summary.py
part2-0007-model-summary.py
 
 
part2-0008-model-compile.py
part2-0008-model-compile.py
 
 
part2-0009-model-data.py
part2-0009-model-data.py
 
 
part2-0010-model-fit.py
part2-0010-model-fit.py
 
 
part2-0011-weight-matrix-kernel.py
part2-0011-weight-matrix-kernel.py
 
 
part2-0012-manipulate-bias.py
part2-0012-manipulate-bias.py
 
 
part2-0013-dropout.py
part2-0013-dropout.py
 
 
part2-0014-compile-parameters.py
part2-0014-compile-parameters.py
 
 
part2-0015-validation-data.py
part2-0015-validation-data.py
 
 
part2-0016-early-stopping.py
part2-0016-early-stopping.py
 
 
part2-0017-randomized-final-data.py
part2-0017-randomized-final-data.py
 
 
part2-0018-model-history.py
part2-0018-model-history.py
 
 
part2-0019-new-model.md
part2-0019-new-model.md
 
 
part2-0020-model-dataset.py
part2-0020-model-dataset.py
 
 
part2-0021-splitting-data.py
part2-0021-splitting-data.py
 
 
part2-0022-scaler.py
part2-0022-scaler.py
 
 
part2-0023-model-creation.py
part2-0023-model-creation.py
 
 
part2-0024-compiling.py
part2-0024-compiling.py
 
 
part2-0025-early-stopping.py
part2-0025-early-stopping.py
 
 
part2-0026-model-fit-history.py
part2-0026-model-fit-history.py
 
 
part2-0027-model-history-visualization.md
part2-0027-model-history-visualization.md
 
 
part2-0027-model-history-visualization.py
part2-0027-model-history-visualization.py
 
 
part2-0028-model-threshold.py
part2-0028-model-threshold.py
 
 
part2-0029-save-load-model.py
part2-0029-save-load-model.py
 
 
part2-0030-predictions.py
part2-0030-predictions.py
 
 
part2-0031-evaluation.py
part2-0031-evaluation.py
 
 
part3-0001-rnn.md
part3-0001-rnn.md
 
 
part3-0002-basic-text-preprocessing1.py
part3-0002-basic-text-preprocessing1.py
 
 
part3-0003-tokenizer1.py
part3-0003-tokenizer1.py
 
 
part3-0003-tokenizer2.py
part3-0003-tokenizer2.py
 
 
part3-0003-tokenizer3.py
part3-0003-tokenizer3.py
 
 
part3-0003-tokenizer4.py
part3-0003-tokenizer4.py
 
 
part3-0004-transformation1.py
part3-0004-transformation1.py
 
 
part3-0004-transformation2.py
part3-0004-transformation2.py
 
 
part3-0005-padding1.py
part3-0005-padding1.py
 
 
part3-0005-padding2.py
part3-0005-padding2.py
 
 
part3-0006-blueprint-and-simple-rnn-model.py
part3-0006-blueprint-and-simple-rnn-model.py
 
 
part3-0007-rnn-embedding-layer.py
part3-0007-rnn-embedding-layer.py
 
 
part4-0001-cnn-data.py
part4-0001-cnn-data.py
 
 
part4-0002-cnn-labels-visualization.md
part4-0002-cnn-labels-visualization.md
 
 
part4-0002-cnn-labels-visualization.py
part4-0002-cnn-labels-visualization.py
 
 
part4-0003-cnn-model.py
part4-0003-cnn-model.py
 
 
part4-0004-cnn-pooling.py
part4-0004-cnn-pooling.py
 
 
part4-0005-stride-padding.py
part4-0005-stride-padding.py
 
 
part4-0006-batch-normalization.py
part4-0006-batch-normalization.py
 
 
part4-0007-flatten.py
part4-0007-flatten.py
 
 
part4-0008-fully-connected-layer.py
part4-0008-fully-connected-layer.py
 
 
part4-0009-output-layer.py
part4-0009-output-layer.py
 
 
part4-0010-compile.py
part4-0010-compile.py
 
 
part4-0011-callbacks.py
part4-0011-callbacks.py
 
 
part4-0012-scaling.py
part4-0012-scaling.py
 
 
part4-0013-fitting-py
part4-0013-fitting-py
 
 
part4-0014-prediction.md
part4-0014-prediction.md
 
 
part4-0014-prediction.py
part4-0014-prediction.py
 
 

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from-numpy-to-tensorflow

Deep Learning with Numpy and TensorFlow

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Deep Learning with Numpy and TensorFlow

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natural-language-processing computer-vision deep-learning tensorflow numpy rnn huggingface

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