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Deep-Learning-A-Z
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Name
Complexity
Churn
Issues
A
Get the Machine Learning basics\Classification Template\classification_template.py
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Get the Machine Learning basics\Data Preprocessing Template\categorical_data.py
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Get the Machine Learning basics\Data Preprocessing Template\data_preprocessing_template.py
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Get the Machine Learning basics\Data Preprocessing Template\missing_data.py
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Volume 1 - Supervised Deep Learning\Part 1 - Artificial Neural Networks (ANN)\Section 4 - Building an ANN\ANN.py
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Volume 1 - Supervised Deep Learning\Part 1 - Artificial Neural Networks (ANN)\Section 4 - Building an ANN\PyTorch Implementation\ANN.py
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Volume 1 - Supervised Deep Learning\Part 1 - Artificial Neural Networks (ANN)\Section 4 - Building an ANN\PyTorch Implementation\Agent.py
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Volume 1 - Supervised Deep Learning\Part 1 - Artificial Neural Networks (ANN)\Section 4 - Building an ANN\PyTorch Implementation\CustomDatasets.py
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Volume 1 - Supervised Deep Learning\Part 1 - Artificial Neural Networks (ANN)\Section 4 - Building an ANN\PyTorch Implementation\DataProcessing.py
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Volume 1 - Supervised Deep Learning\Part 1 - Artificial Neural Networks (ANN)\Section 4 - Building an ANN\PyTorch Implementation\main.py
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Volume 1 - Supervised Deep Learning\Part 2 - Convolutional Neural Networks (CNN)\Section 8 - Building a CNN\CNN.py
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Volume 1 - Supervised Deep Learning\Part 2 - Convolutional Neural Networks (CNN)\Section 8 - Building a CNN\PyTorch Implementation\Agent.py
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Volume 1 - Supervised Deep Learning\Part 2 - Convolutional Neural Networks (CNN)\Section 8 - Building a CNN\PyTorch Implementation\CNN.py
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Volume 1 - Supervised Deep Learning\Part 2 - Convolutional Neural Networks (CNN)\Section 8 - Building a CNN\PyTorch Implementation\Data.py
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Volume 1 - Supervised Deep Learning\Part 2 - Convolutional Neural Networks (CNN)\Section 8 - Building a CNN\PyTorch Implementation\Predict.py
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Volume 1 - Supervised Deep Learning\Part 2 - Convolutional Neural Networks (CNN)\Section 8 - Building a CNN\PyTorch Implementation\main.py
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Volume 1 - Supervised Deep Learning\Part 3 - Recurrent Neural Networks (RNN)\Section 12 - Building a RNN\DataAnanlysis.py
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Volume 1 - Supervised Deep Learning\Part 3 - Recurrent Neural Networks (RNN)\Section 12 - Building a RNN\RNN.py
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Volume 2 - Unsupervised Deep Learning\Part 4 - Self Organizing Maps (SOM)\Section 16 - Building a SOM\case study.py
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Volume 2 - Unsupervised Deep Learning\Part 4 - Self Organizing Maps (SOM)\Section 16 - Building a SOM\som.py
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