├── .DS_Store ├── .gitattributes ├── 9781484251201.jpg ├── Contributing.md ├── LICENSE.txt ├── README.md ├── chapter1 └── simple-scripts │ ├── conditions.rs │ ├── enumerations.rs │ ├── functions.rs │ ├── match.rs │ ├── oops.rs │ ├── ownership1.rs │ ├── ownership2.rs │ ├── ownership3.rs │ ├── ownership4.rs │ ├── ownership5.rs │ ├── unittestingexample │ ├── Cargo.toml │ └── src │ │ └── main.rs │ ├── variables.rs │ ├── variables1.rs │ ├── variables2.rs │ ├── variables3.rs │ ├── variables4.rs │ └── variables5.rs ├── chapter2 ├── datasets │ ├── housing.csv │ └── iris.csv ├── iris_classification_tchrs │ ├── .DS_Store │ ├── Cargo.toml │ ├── mklml_mac_2019.0.5.20190502.tgz │ └── src │ │ ├── linear_with_sgd.rs │ │ ├── main.rs │ │ └── simple_nn.rs ├── iris_classification_xgboost │ ├── .DS_Store │ ├── Cargo.toml │ ├── iris.csv │ └── src │ │ └── main.rs ├── kmeans_rusty_machine │ ├── Cargo.toml │ └── src │ │ └── main.rs ├── logistic_regression_rustlearn │ ├── Cargo.toml │ └── src │ │ └── main.rs ├── ml-utils │ ├── Cargo.toml │ ├── calc_prob.py │ ├── clusim stuff.ipynb │ ├── easy_bayesian_AB.py │ ├── examples │ │ └── measures.rs │ └── src │ │ ├── datasets.rs │ │ ├── hypothesis_testing.rs │ │ ├── lib.rs │ │ ├── main.rs │ │ ├── sup_metrics.rs │ │ └── unsup_metrics.rs ├── nb_classification │ ├── Cargo.toml │ └── src │ │ └── main.rs ├── rust_and_tf │ ├── Cargo.toml │ ├── data │ │ └── housing.csv │ ├── fullcode.ipynb │ ├── src │ │ ├── conv_nets.rs │ │ ├── conv_nets_maxpooling.rs │ │ ├── graph_variables.rs │ │ ├── graph_with_placeholder.rs │ │ ├── linear_regression.rs │ │ ├── linear_regression_from_model.rs │ │ ├── main.rs │ │ └── seq_nodes.rs │ └── tensorflow create model.ipynb ├── rustlearn_classification_tasks │ ├── Cargo.toml │ └── src │ │ ├── binary_class_scores.rs │ │ ├── logistic_reg.rs │ │ ├── main.rs │ │ ├── svm.rs │ │ └── trees.rs ├── rusty_machine_classification │ ├── Cargo.toml │ └── src │ │ └── main.rs ├── rusty_machine_supervised_algos │ ├── Cargo.toml │ └── src │ │ └── main.rs └── rustymachine_regression │ ├── Cargo.toml │ ├── data │ └── housing.csv │ └── src │ ├── gaussian_process_reg.rs │ ├── glms.rs │ ├── lin_reg.rs │ └── main.rs ├── chapter3 ├── reinforcement-learning-frozenlake │ ├── Cargo.toml │ └── src │ │ └── main.rs ├── rsrl_custom │ ├── Cargo.toml │ └── src │ │ └── main.rs └── rusty_machine_unsupervised │ ├── Cargo.toml │ ├── data │ └── iris.csv │ └── src │ └── main.rs ├── chapter4 ├── SQL_db │ ├── Cargo.toml │ └── src │ │ └── main.rs ├── data_formats │ ├── Cargo.toml │ ├── data │ │ ├── prize.json │ │ └── sample_2.xml │ └── src │ │ ├── csvreading.rs │ │ ├── jsonreading.rs │ │ ├── main.rs │ │ └── xmlreading.rs ├── data_transformations_datafusion │ ├── Cargo.toml │ ├── src │ │ └── main.rs │ └── titanic │ │ ├── test.csv │ │ └── train.csv ├── databases │ ├── Cargo.toml │ └── src │ │ ├── main.rs │ │ ├── neo4j_db.rs │ │ └── postgres_db.rs ├── graph_db │ ├── Cargo.toml │ └── src │ │ └── main.rs ├── matrix_transformations │ ├── Cargo.toml │ └── src │ │ └── main.rs ├── s3_files │ ├── Cargo.toml │ └── src │ │ └── main.rs └── scraping │ ├── Cargo.toml │ └── src │ └── main.rs ├── chapter5 ├── crfsuite-model │ ├── Cargo.toml │ ├── data │ │ └── ner.csv │ └── src │ │ └── main.rs ├── fasttext-model │ ├── Cargo.toml │ └── src │ │ └── main.rs ├── jigsaw │ ├── Cargo.toml │ ├── data │ │ └── train.csv │ ├── references.txt │ └── src │ │ └── main.rs └── snips-model │ ├── Cargo.toml │ ├── snips_training.md │ └── src │ └── main.rs ├── chapter6 ├── adversarial │ ├── Cargo.toml │ └── src │ │ └── main.rs ├── face-detection-tf │ ├── Cargo.toml │ ├── mtcnn.pb │ └── src │ │ └── main.rs ├── finetuning_pytorch_image_models │ ├── Cargo.toml │ ├── README.md │ ├── resnet.py │ └── src │ │ └── main.rs ├── model_inference │ ├── Cargo.toml │ └── src │ │ └── main.rs └── pytorch-image-classification │ ├── Cargo.toml │ └── src │ └── main.rs ├── chapter7 ├── goodbooks-recommender │ ├── Cargo.toml │ └── src │ │ └── main.rs ├── high-performance-computing │ ├── Cargo.toml │ └── src │ │ └── main.rs └── statistics │ ├── Cargo.toml │ └── src │ └── main.rs ├── chapter8 ├── cpp_demangle │ ├── Cargo.toml │ ├── mangle_ex.py │ ├── setup.py │ └── src │ │ └── lib.rs ├── crfsuite-model │ ├── Cargo.toml │ ├── MANIFEST.in │ ├── crfsuite_model │ │ └── __init__.py │ ├── crfsuite_model_prediction.py │ ├── crfsuite_model_training.py │ ├── data │ │ ├── ner.csv │ │ └── ner_predict.csv │ ├── pyproject.toml │ ├── requirements-dev.txt │ ├── setup.py │ └── src │ │ └── lib.rs ├── iris_classification_xgboost │ ├── IrisClassificationXgboost.java │ ├── Makefile │ ├── data │ │ ├── iris.csv │ │ └── predict.csv │ └── iris_classification_library │ │ ├── Cargo.toml │ │ └── src │ │ └── lib.rs └── my_lambda_function │ ├── .cargo │ └── config │ ├── Cargo.toml │ ├── buildthis.sh │ └── src │ └── main.rs └── errata.md /.DS_Store: -------------------------------------------------------------------------------- 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