gitextract_3ri_1omh/

├── .gitignore
├── Chapter10 - Intro to Convolutional Neural Networks - Learning Edges and Corners.ipynb
├── Chapter11 - Intro to Word Embeddings - Neural Networks that Understand Language.ipynb
├── Chapter12 - Intro to Recurrence - Predicting the Next Word.ipynb
├── Chapter13 - Intro to Automatic Differentiation - Let's Build A Deep Learning Framework.ipynb
├── Chapter14 - Exploding Gradients Examples.ipynb
├── Chapter14 - Intro to LSTMs - Learn to Write Like Shakespeare.ipynb
├── Chapter14 - Intro to LSTMs - Part 2 - Learn to Write Like Shakespeare.ipynb
├── Chapter15 - Intro to Federated Learning - Deep Learning on Unseen Data.ipynb
├── Chapter3 -  Forward Propagation - Intro to Neural Prediction.ipynb
├── Chapter4 - Gradient Descent - Intro to Neural Learning.ipynb
├── Chapter5 - Generalizing Gradient Descent - Learning Multiple Weights at a Time.ipynb
├── Chapter6 - Intro to Backpropagation - Building Your First DEEP Neural Network.ipynb
├── Chapter8 - Intro to Regularization - Learning Signal and Ignoring Noise.ipynb
├── Chapter9 - Intro to Activation Functions - Modeling Probabilities.ipynb
├── MNISTPreprocessor.ipynb
├── README.md
├── docker-compose.yml
├── floyd.yml
├── ham.txt
├── labels.txt
├── reviews.txt
├── shakespear.txt
├── spam.txt
└── tasksv11/
    ├── LICENSE
    ├── README
    ├── en/
    │   ├── qa10_indefinite-knowledge_test.txt
    │   ├── qa10_indefinite-knowledge_train.txt
    │   ├── qa11_basic-coreference_test.txt
    │   ├── qa11_basic-coreference_train.txt
    │   ├── qa12_conjunction_test.txt
    │   ├── qa12_conjunction_train.txt
    │   ├── qa13_compound-coreference_test.txt
    │   ├── qa13_compound-coreference_train.txt
    │   ├── qa14_time-reasoning_test.txt
    │   ├── qa14_time-reasoning_train.txt
    │   ├── qa15_basic-deduction_test.txt
    │   ├── qa15_basic-deduction_train.txt
    │   ├── qa16_basic-induction_test.txt
    │   ├── qa16_basic-induction_train.txt
    │   ├── qa17_positional-reasoning_test.txt
    │   ├── qa17_positional-reasoning_train.txt
    │   ├── qa18_size-reasoning_test.txt
    │   ├── qa18_size-reasoning_train.txt
    │   ├── qa19_path-finding_test.txt
    │   ├── qa19_path-finding_train.txt
    │   ├── qa1_single-supporting-fact_test.txt
    │   ├── qa1_single-supporting-fact_train.txt
    │   ├── qa20_agents-motivations_test.txt
    │   ├── qa20_agents-motivations_train.txt
    │   ├── qa2_two-supporting-facts_test.txt
    │   ├── qa2_two-supporting-facts_train.txt
    │   ├── qa3_three-supporting-facts_test.txt
    │   ├── qa3_three-supporting-facts_train.txt
    │   ├── qa4_two-arg-relations_test.txt
    │   ├── qa4_two-arg-relations_train.txt
    │   ├── qa5_three-arg-relations_test.txt
    │   ├── qa5_three-arg-relations_train.txt
    │   ├── qa6_yes-no-questions_test.txt
    │   ├── qa6_yes-no-questions_train.txt
    │   ├── qa7_counting_test.txt
    │   ├── qa7_counting_train.txt
    │   ├── qa8_lists-sets_test.txt
    │   ├── qa8_lists-sets_train.txt
    │   ├── qa9_simple-negation_test.txt
    │   └── qa9_simple-negation_train.txt
    └── shuffled/
        ├── qa10_indefinite-knowledge_test.txt
        ├── qa10_indefinite-knowledge_train.txt
        ├── qa11_basic-coreference_test.txt
        ├── qa11_basic-coreference_train.txt
        ├── qa12_conjunction_test.txt
        ├── qa12_conjunction_train.txt
        ├── qa13_compound-coreference_test.txt
        ├── qa13_compound-coreference_train.txt
        ├── qa14_time-reasoning_test.txt
        ├── qa14_time-reasoning_train.txt
        ├── qa15_basic-deduction_test.txt
        ├── qa15_basic-deduction_train.txt
        ├── qa16_basic-induction_test.txt
        ├── qa16_basic-induction_train.txt
        ├── qa17_positional-reasoning_test.txt
        ├── qa17_positional-reasoning_train.txt
        ├── qa18_size-reasoning_test.txt
        ├── qa18_size-reasoning_train.txt
        ├── qa19_path-finding_test.txt
        ├── qa19_path-finding_train.txt
        ├── qa1_single-supporting-fact_test.txt
        ├── qa1_single-supporting-fact_train.txt
        ├── qa20_agents-motivations_test.txt
        ├── qa20_agents-motivations_train.txt
        ├── qa2_two-supporting-facts_test.txt
        ├── qa2_two-supporting-facts_train.txt
        ├── qa3_three-supporting-facts_test.txt
        ├── qa3_three-supporting-facts_train.txt
        ├── qa4_two-arg-relations_test.txt
        ├── qa4_two-arg-relations_train.txt
        ├── qa5_three-arg-relations_test.txt
        ├── qa5_three-arg-relations_train.txt
        ├── qa6_yes-no-questions_test.txt
        ├── qa6_yes-no-questions_train.txt
        ├── qa7_counting_test.txt
        ├── qa7_counting_train.txt
        ├── qa8_lists-sets_test.txt
        ├── qa8_lists-sets_train.txt
        ├── qa9_simple-negation_test.txt
        └── qa9_simple-negation_train.txt