├── .gitignore ├── .vscode └── settings.json ├── Cargo.lock ├── Cargo.toml ├── README.md ├── doc_assets └── jiro.svg ├── examples ├── housing │ ├── .gitignore │ ├── .vscode │ │ └── settings.json │ ├── Cargo.lock │ ├── Cargo.toml │ ├── README.md │ ├── best_model_params.gz │ ├── data_and_preds.csv │ ├── dataset │ │ └── .gitignore │ ├── model_eval.json │ ├── models │ │ └── test0.json │ ├── models_stats │ │ └── .gitignore │ ├── models_weights │ │ └── .gitignore │ ├── src │ │ ├── bin │ │ │ ├── article.rs │ │ │ ├── boxplots.rs │ │ │ ├── genmodel.rs │ │ │ ├── importance.rs │ │ │ ├── model.rs │ │ │ ├── plot_epochs_loss.rs │ │ │ ├── plot_predictions.rs │ │ │ ├── plot_r2.rs │ │ │ └── predict_all.rs │ │ └── lib.rs │ └── visuals │ │ └── .gitignore ├── mnist │ ├── .gitignore │ ├── .vscode │ │ └── settings.json │ ├── Cargo.lock │ ├── Cargo.toml │ ├── README.md │ ├── dataset │ │ └── .gitignore │ ├── models │ │ └── .gitignore │ ├── models_stats │ │ └── .gitignore │ ├── src │ │ ├── bin │ │ │ ├── clean.rs │ │ │ ├── plot_epochs_loss.rs │ │ │ ├── predict_all.rs │ │ │ ├── specify.rs │ │ │ ├── test.rs │ │ │ └── train.rs │ │ └── lib.rs │ └── visuals │ │ └── .gitignore ├── visuals │ ├── C_price_over_price.png │ ├── GS2L_price_over_price.png │ ├── GS2L_prop_dist.png │ ├── dropout_rate.png │ ├── feynman.jpg │ ├── filt_sqrd_6ReLU-Adam_Lin-Adam_+8_id.png │ ├── filt_sqrd_6Tanh-Adam_Tanh-Adam_+8_id.png │ ├── final_best │ │ ├── final_bedrooms^2.png │ │ ├── final_best_bathrooms.png │ │ ├── final_best_bathrooms^2.png │ │ ├── final_best_bedrooms.png │ │ ├── final_best_bedrooms^2.png │ │ ├── final_best_condition.png │ │ ├── final_best_condition^2.png │ │ ├── final_best_date_month.png │ │ ├── final_best_date_month^2.png │ │ ├── final_best_date_timestamp.png │ │ ├── final_best_date_timestamp^2.png │ │ ├── final_best_floors.png │ │ ├── final_best_floors^2.png │ │ ├── final_best_grade.png │ │ ├── final_best_grade^2.png │ │ ├── final_best_id.png │ │ ├── final_best_lat.png │ │ ├── final_best_lat^2.png │ │ ├── final_best_latlong.png │ │ ├── final_best_long.png │ │ ├── final_best_long^2.png │ │ ├── final_best_pred_price.png │ │ ├── final_best_price.png │ │ ├── final_best_sqft_above.png │ │ ├── final_best_sqft_above^2.png │ │ ├── final_best_sqft_basement.png │ │ ├── final_best_sqft_basement^2.png │ │ ├── final_best_sqft_living.png │ │ ├── final_best_sqft_living^2.png │ │ ├── final_best_sqft_lot.png │ │ ├── final_best_sqft_lot^2.png │ │ ├── final_best_view.png │ │ ├── final_best_view^2.png │ │ ├── final_best_waterfront.png │ │ ├── final_best_waterfront^2.png │ │ ├── final_best_yr_built.png │ │ ├── final_best_yr_built^2.png │ │ ├── final_best_yr_renovated.png │ │ └── final_best_yr_renovated^2.png │ ├── final_folds_r2.png │ ├── final_loss.png │ ├── final_rel_importance_cropped.png │ ├── full_lt_8ReLU-Adam-Lin-Adam_boxplots.png │ ├── full_lt_8ReLU-Adam-Lin-Adam_latlong.png │ ├── full_lt_8ReLU-Adam-Lin-Adam_loss.png │ ├── full_lt_8ReLU-Adam-Lin-Adam_price.png │ ├── learning_rate_decay.png │ ├── model1_L_id.png │ ├── model1_L_price.png │ ├── model3_id.png │ ├── model4_price.png │ ├── model5_price.png │ ├── model7_id.png │ ├── model9_loss.png │ ├── network.svg │ ├── neural_network.png │ ├── no_outliers_filter_outliers_filter_loss.png │ ├── sgd_vs_momentum_folds.jpg │ ├── weights_uniform_tanh_weights_uniform_signed_tanh_weights_glorot_uniform_tanh_loss.png │ ├── weights_uniform_weights_zeros_weights_glorot_uniform_loss.png │ ├── with_sgd_with_momentum_loss.png │ ├── with_sgd_with_momentum_with_adam_loss.png │ ├── xor-example-predictions.png │ ├── xor-example-predictions_2.png │ └── xor_nn_graph.dot └── xor │ ├── .gitignore │ ├── .vscode │ └── settings.json │ ├── Cargo.lock │ ├── Cargo.toml │ ├── README.md │ └── src │ ├── lib.rs │ └── main.rs ├── src ├── activation │ ├── linear.rs │ ├── mod.rs │ ├── relu.rs │ ├── sigmoid.rs │ ├── softmax.rs │ └── tanh.rs ├── benchmarking.rs ├── bin │ ├── main.rs │ ├── test_arrayfire.rs │ ├── test_avg_pooling.rs │ ├── test_backend.rs │ ├── test_image.rs │ ├── test_one_hot_encode.rs │ └── test_softmax.rs ├── dataset.rs ├── datatable.rs ├── initializers.rs ├── layer │ ├── defaults.rs │ ├── dense_layer.rs │ ├── full_layer.rs │ └── mod.rs ├── learning_rate │ ├── inverse_time_decay.rs │ ├── mod.rs │ └── piecewise_constant.rs ├── lib.rs ├── linalg │ ├── arrayfire_matrix.rs │ ├── mod.rs │ ├── nalgebra_matrix.rs │ └── ndarray_matrix.rs ├── loss │ ├── bce.rs │ ├── mod.rs │ └── mse.rs ├── model │ ├── conv_network_model.rs │ ├── full_dense_conv_layer_model.rs │ ├── full_dense_layer_model.rs │ ├── full_direct_conv_layer_model.rs │ ├── mod.rs │ └── network_model.rs ├── monitor │ └── mod.rs ├── network │ ├── mod.rs │ └── params.rs ├── optimizer │ ├── adam.rs │ ├── mod.rs │ ├── momentum.rs │ └── sgd.rs ├── preprocessing │ ├── attach_ids.rs │ ├── extract_months.rs │ ├── extract_timestamps.rs │ ├── feature_cached.rs │ ├── filter_outliers.rs │ ├── log_scale.rs │ ├── map.rs │ ├── mod.rs │ ├── normalize.rs │ ├── one_hot_encode.rs │ ├── sample.rs │ └── square.rs ├── trainers │ ├── kfolds.rs │ ├── mod.rs │ └── split.rs ├── vec_utils.rs └── vision │ ├── conv_activation │ ├── linear.rs │ ├── mod.rs │ ├── relu.rs │ ├── sigmoid.rs │ └── tanh.rs │ ├── conv_initializers.rs │ ├── conv_layer │ ├── avg_pooling_layer.rs │ ├── defaults.rs │ ├── dense_conv_layer.rs │ ├── direct_conv_layer.rs │ ├── full_conv_layer.rs │ └── mod.rs │ ├── conv_network.rs │ ├── conv_optimizer │ ├── adam.rs │ ├── mod.rs │ ├── momentum.rs │ └── sgd.rs │ ├── image │ ├── arrayfire_image.rs │ ├── mod.rs │ ├── nalgebra_image.rs │ └── ndarray_image.rs │ ├── image_layer.rs │ └── mod.rs └── tests ├── matrix.rs └── vec_utils.rs /.gitignore: -------------------------------------------------------------------------------- 1 | /target/ 2 | -------------------------------------------------------------------------------- /.vscode/settings.json: -------------------------------------------------------------------------------- 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