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Run "git add --renormalize ." and clear all outputs
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felker committed Jan 20, 2022
1 parent b364ba5 commit 82eab27
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Showing 9 changed files with 324 additions and 2,536 deletions.
533 changes: 102 additions & 431 deletions 01_machineLearning/part-1_introduction-to-sklearn/0_linear-models.ipynb

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147 changes: 18 additions & 129 deletions 01_machineLearning/part-1_introduction-to-sklearn/1_kernel-methods.ipynb

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136 changes: 17 additions & 119 deletions 02_deepLearning/01_Intro.ipynb

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684 changes: 73 additions & 611 deletions 02_deepLearning/02_Mnist.ipynb

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531 changes: 39 additions & 492 deletions 02_deepLearning/03_CIFAR-10.ipynb

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176 changes: 9 additions & 167 deletions 03_dataPipelines/00_tensorflowDatasetAPI/inspect_pipeline.ipynb

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476 changes: 38 additions & 438 deletions 04_images_time_series/00_images/Image_Segmentation.ipynb

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28 changes: 7 additions & 21 deletions 04_images_time_series/01_time_series/CAE_LSTM.ipynb
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{
"cell_type": "code",
"execution_count": null,
"metadata": {
"scrolled": false
},
"metadata": {},
"outputs": [],
"source": [
"# timestep, y, x, variable (channel)\n",
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{
"cell_type": "code",
"execution_count": null,
"metadata": {
"scrolled": false
},
"metadata": {},
"outputs": [],
"source": [
"# Visualize multiple time instances\n",
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{
"cell_type": "code",
"execution_count": null,
"metadata": {
"scrolled": false
},
"metadata": {},
"outputs": [],
"source": [
"time = 100\n",
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{
"cell_type": "code",
"execution_count": null,
"metadata": {
"scrolled": false
},
"metadata": {},
"outputs": [],
"source": [
"encoded = K.eval(encoder(swe_train_data[:,:,:,:].astype('float32')))\n",
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{
"cell_type": "code",
"execution_count": null,
"metadata": {
"scrolled": true
},
"metadata": {},
"outputs": [],
"source": [
"# Model architecture\n",
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{
"cell_type": "code",
"execution_count": null,
"metadata": {
"scrolled": false
},
"metadata": {},
"outputs": [],
"source": [
"for i in range(4):\n",
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{
"cell_type": "code",
"execution_count": null,
"metadata": {
"scrolled": false
},
"metadata": {},
"outputs": [],
"source": [
"x = np.linspace(-1/2, 1/2, 64) # Array with x-points\n",
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