[INFO] fetching crate rustyml 0.6.3...
[INFO] testing rustyml-0.6.3 against try#b6ae10aa7319b7ebb6c7b3331dd71a9d6c9c5b4b for pr-145330-1
[INFO] extracting crate rustyml 0.6.3 into /workspace/builds/worker-0-tc2/source
[INFO] started tweaking crates.io crate rustyml 0.6.3
[INFO] finished tweaking crates.io crate rustyml 0.6.3
[INFO] tweaked toml for crates.io crate rustyml 0.6.3 written to /workspace/builds/worker-0-tc2/source/Cargo.toml
[INFO] validating manifest of crates.io crate rustyml 0.6.3 on toolchain b6ae10aa7319b7ebb6c7b3331dd71a9d6c9c5b4b
[INFO] running `Command { std: CARGO_HOME="/workspace/cargo-home" RUSTUP_HOME="/workspace/rustup-home" "/workspace/cargo-home/bin/cargo" "+b6ae10aa7319b7ebb6c7b3331dd71a9d6c9c5b4b" "metadata" "--manifest-path" "Cargo.toml" "--no-deps", kill_on_drop: false }`
[INFO] crate crates.io crate rustyml 0.6.3 already has a lockfile, it will not be regenerated
[INFO] running `Command { std: CARGO_HOME="/workspace/cargo-home" RUSTUP_HOME="/workspace/rustup-home" "/workspace/cargo-home/bin/cargo" "+b6ae10aa7319b7ebb6c7b3331dd71a9d6c9c5b4b" "fetch" "--manifest-path" "Cargo.toml", kill_on_drop: false }`
[INFO] running `Command { std: "docker" "create" "-v" "/var/lib/crater-agent-workspace/builds/worker-0-tc2/target:/opt/rustwide/target:rw,Z" "-v" "/var/lib/crater-agent-workspace/builds/worker-0-tc2/source:/opt/rustwide/workdir:ro,Z" "-v" "/var/lib/crater-agent-workspace/cargo-home:/opt/rustwide/cargo-home:ro,Z" "-v" "/var/lib/crater-agent-workspace/rustup-home:/opt/rustwide/rustup-home:ro,Z" "-e" "SOURCE_DIR=/opt/rustwide/workdir" "-e" "CARGO_TARGET_DIR=/opt/rustwide/target" "-e" "CARGO_HOME=/opt/rustwide/cargo-home" "-e" "RUSTUP_HOME=/opt/rustwide/rustup-home" "-w" "/opt/rustwide/workdir" "-m" "1610612736" "--user" "0:0" "--network" "none" "ghcr.io/rust-lang/crates-build-env/linux@sha256:e90291280db7d1fac5b66fc6dad9f9662629e7365a55743daf9bdf73ebc4ea79" "/opt/rustwide/cargo-home/bin/cargo" "+b6ae10aa7319b7ebb6c7b3331dd71a9d6c9c5b4b" "metadata" "--no-deps" "--format-version=1", kill_on_drop: false }`
[INFO] [stdout] 38d380f160f08d13265bb976d06b61a1d9ecbc2373a88211a04552098628a954
[INFO] running `Command { std: "docker" "start" "-a" "38d380f160f08d13265bb976d06b61a1d9ecbc2373a88211a04552098628a954", kill_on_drop: false }`
[INFO] running `Command { std: "docker" "inspect" "38d380f160f08d13265bb976d06b61a1d9ecbc2373a88211a04552098628a954", kill_on_drop: false }`
[INFO] running `Command { std: "docker" "rm" "-f" "38d380f160f08d13265bb976d06b61a1d9ecbc2373a88211a04552098628a954", kill_on_drop: false }`
[INFO] [stdout] 38d380f160f08d13265bb976d06b61a1d9ecbc2373a88211a04552098628a954
[INFO] running `Command { std: "docker" "create" "-v" "/var/lib/crater-agent-workspace/builds/worker-0-tc2/target:/opt/rustwide/target:rw,Z" "-v" "/var/lib/crater-agent-workspace/builds/worker-0-tc2/source:/opt/rustwide/workdir:ro,Z" "-v" "/var/lib/crater-agent-workspace/cargo-home:/opt/rustwide/cargo-home:ro,Z" "-v" "/var/lib/crater-agent-workspace/rustup-home:/opt/rustwide/rustup-home:ro,Z" "-e" "SOURCE_DIR=/opt/rustwide/workdir" "-e" "CARGO_TARGET_DIR=/opt/rustwide/target" "-e" "CARGO_INCREMENTAL=0" "-e" "RUST_BACKTRACE=full" "-e" "RUSTFLAGS=--cap-lints=forbid" "-e" "RUSTDOCFLAGS=--cap-lints=forbid" "-e" "CARGO_HOME=/opt/rustwide/cargo-home" "-e" "RUSTUP_HOME=/opt/rustwide/rustup-home" "-w" "/opt/rustwide/workdir" "-m" "1610612736" "--user" "0:0" "--network" "none" "ghcr.io/rust-lang/crates-build-env/linux@sha256:e90291280db7d1fac5b66fc6dad9f9662629e7365a55743daf9bdf73ebc4ea79" "/opt/rustwide/cargo-home/bin/cargo" "+b6ae10aa7319b7ebb6c7b3331dd71a9d6c9c5b4b" "build" "--frozen" "--message-format=json", kill_on_drop: false }`
[INFO] [stdout] d882c02e60fb3183cfaccecee2ffe900a18d7365e782b6601cc48dfba2a8f44d
[INFO] running `Command { std: "docker" "start" "-a" "d882c02e60fb3183cfaccecee2ffe900a18d7365e782b6601cc48dfba2a8f44d", kill_on_drop: false }`
[INFO] [stderr]    Compiling libc v0.2.171
[INFO] [stderr]    Compiling zerocopy v0.8.24
[INFO] [stderr]    Compiling getrandom v0.3.2
[INFO] [stderr]    Compiling once_cell v1.21.3
[INFO] [stderr]    Compiling num-integer v0.1.46
[INFO] [stderr]    Compiling num-complex v0.4.6
[INFO] [stderr]    Compiling crossbeam-epoch v0.9.18
[INFO] [stderr]    Compiling approx v0.5.1
[INFO] [stderr]    Compiling quote v1.0.40
[INFO] [stderr]    Compiling crossbeam-deque v0.8.6
[INFO] [stderr]    Compiling syn v2.0.100
[INFO] [stderr]    Compiling rayon-core v1.13.0
[INFO] [stderr]    Compiling num-rational v0.4.2
[INFO] [stderr]    Compiling simba v0.9.0
[INFO] [stderr]    Compiling rayon v1.11.0
[INFO] [stderr]    Compiling getrandom v0.2.15
[INFO] [stderr]    Compiling rand_core v0.9.3
[INFO] [stderr]    Compiling rand_core v0.6.4
[INFO] [stderr]    Compiling ppv-lite86 v0.2.21
[INFO] [stderr]    Compiling ahash v0.8.12
[INFO] [stderr]    Compiling rand_chacha v0.3.1
[INFO] [stderr]    Compiling rand_chacha v0.9.0
[INFO] [stderr]    Compiling rand v0.8.5
[INFO] [stderr]    Compiling rand v0.9.2
[INFO] [stderr]    Compiling rand_distr v0.4.3
[INFO] [stderr]    Compiling ndarray v0.16.1
[INFO] [stderr]    Compiling rand_distr v0.5.1
[INFO] [stderr]    Compiling nalgebra-macros v0.3.0
[INFO] [stderr]    Compiling ndarray-rand v0.15.0
[INFO] [stderr]    Compiling nalgebra v0.33.2
[INFO] [stderr]    Compiling nalgebra v0.34.0
[INFO] [stderr]    Compiling statrs v0.18.0
[INFO] [stderr]    Compiling rustyml v0.6.3 (/opt/rustwide/workdir)
[INFO] [stderr]     Finished `dev` profile [unoptimized + debuginfo] target(s) in 45.46s
[INFO] running `Command { std: "docker" "inspect" "d882c02e60fb3183cfaccecee2ffe900a18d7365e782b6601cc48dfba2a8f44d", kill_on_drop: false }`
[INFO] running `Command { std: "docker" "rm" "-f" "d882c02e60fb3183cfaccecee2ffe900a18d7365e782b6601cc48dfba2a8f44d", kill_on_drop: false }`
[INFO] [stdout] d882c02e60fb3183cfaccecee2ffe900a18d7365e782b6601cc48dfba2a8f44d
[INFO] running `Command { std: "docker" "create" "-v" "/var/lib/crater-agent-workspace/builds/worker-0-tc2/target:/opt/rustwide/target:rw,Z" "-v" "/var/lib/crater-agent-workspace/builds/worker-0-tc2/source:/opt/rustwide/workdir:ro,Z" "-v" "/var/lib/crater-agent-workspace/cargo-home:/opt/rustwide/cargo-home:ro,Z" "-v" "/var/lib/crater-agent-workspace/rustup-home:/opt/rustwide/rustup-home:ro,Z" "-e" "SOURCE_DIR=/opt/rustwide/workdir" "-e" "CARGO_TARGET_DIR=/opt/rustwide/target" "-e" "CARGO_INCREMENTAL=0" "-e" "RUST_BACKTRACE=full" "-e" "RUSTFLAGS=--cap-lints=forbid" "-e" "RUSTDOCFLAGS=--cap-lints=forbid" "-e" "CARGO_HOME=/opt/rustwide/cargo-home" "-e" "RUSTUP_HOME=/opt/rustwide/rustup-home" "-w" "/opt/rustwide/workdir" "-m" "1610612736" "--user" "0:0" "--network" "none" "ghcr.io/rust-lang/crates-build-env/linux@sha256:e90291280db7d1fac5b66fc6dad9f9662629e7365a55743daf9bdf73ebc4ea79" "/opt/rustwide/cargo-home/bin/cargo" "+b6ae10aa7319b7ebb6c7b3331dd71a9d6c9c5b4b" "test" "--frozen" "--no-run" "--message-format=json", kill_on_drop: false }`
[INFO] [stdout] b1273e54223a78cee7a2af30a534e7daf80107cb12c7d3743fe14522d717986f
[INFO] running `Command { std: "docker" "start" "-a" "b1273e54223a78cee7a2af30a534e7daf80107cb12c7d3743fe14522d717986f", kill_on_drop: false }`
[INFO] [stderr]    Compiling rustyml v0.6.3 (/opt/rustwide/workdir)
[INFO] [stderr]     Finished `test` profile [unoptimized + debuginfo] target(s) in 22.97s
[INFO] running `Command { std: "docker" "inspect" "b1273e54223a78cee7a2af30a534e7daf80107cb12c7d3743fe14522d717986f", kill_on_drop: false }`
[INFO] running `Command { std: "docker" "rm" "-f" "b1273e54223a78cee7a2af30a534e7daf80107cb12c7d3743fe14522d717986f", kill_on_drop: false }`
[INFO] [stdout] b1273e54223a78cee7a2af30a534e7daf80107cb12c7d3743fe14522d717986f
[INFO] running `Command { std: "docker" "create" "-v" "/var/lib/crater-agent-workspace/builds/worker-0-tc2/target:/opt/rustwide/target:rw,Z" "-v" "/var/lib/crater-agent-workspace/builds/worker-0-tc2/source:/opt/rustwide/workdir:ro,Z" "-v" "/var/lib/crater-agent-workspace/cargo-home:/opt/rustwide/cargo-home:ro,Z" "-v" "/var/lib/crater-agent-workspace/rustup-home:/opt/rustwide/rustup-home:ro,Z" "-e" "SOURCE_DIR=/opt/rustwide/workdir" "-e" "CARGO_TARGET_DIR=/opt/rustwide/target" "-e" "CARGO_INCREMENTAL=0" "-e" "RUST_BACKTRACE=full" "-e" "RUSTFLAGS=--cap-lints=forbid" "-e" "RUSTDOCFLAGS=--cap-lints=forbid" "-e" "CARGO_HOME=/opt/rustwide/cargo-home" "-e" "RUSTUP_HOME=/opt/rustwide/rustup-home" "-w" "/opt/rustwide/workdir" "-m" "1610612736" "--user" "0:0" "--network" "none" "ghcr.io/rust-lang/crates-build-env/linux@sha256:e90291280db7d1fac5b66fc6dad9f9662629e7365a55743daf9bdf73ebc4ea79" "/opt/rustwide/cargo-home/bin/cargo" "+b6ae10aa7319b7ebb6c7b3331dd71a9d6c9c5b4b" "test" "--frozen", kill_on_drop: false }`
[INFO] [stdout] f4a2d3806a60dbdfb4928b5e7c94a225e4fa485f395419ce835c050594f92603
[INFO] running `Command { std: "docker" "start" "-a" "f4a2d3806a60dbdfb4928b5e7c94a225e4fa485f395419ce835c050594f92603", kill_on_drop: false }`
[INFO] [stderr]     Finished `test` profile [unoptimized + debuginfo] target(s) in 0.13s
[INFO] [stderr]      Running unittests src/lib.rs (/opt/rustwide/target/debug/deps/rustyml-101ea2b5a9510c9a)
[INFO] [stdout] 
[INFO] [stdout] running 324 tests
[INFO] [stdout] test test::machine_learning_test::dbscan_test::test_default ... ok
[INFO] [stdout] test test::machine_learning_test::dbscan_test::test_get_core_sample_indices_before_fit ... ok
[INFO] [stdout] test test::machine_learning_test::dbscan_test::test_get_labels_before_fit ... ok
[INFO] [stdout] test test::machine_learning_test::dbscan_test::test_getters ... ok
[INFO] [stdout] test test::machine_learning_test::dbscan_test::test_new ... ok
[INFO] [stdout] test test::machine_learning_test::dbscan_test::test_predict_before_fit ... ok
[INFO] [stdout] test test::machine_learning_test::decision_tree_test::test_decision_tree_params_default ... ok
[INFO] [stdout] test test::machine_learning_test::decision_tree_test::test_decision_tree_new ... ok
[INFO] [stdout] test test::machine_learning_test::decision_tree_test::test_error_handling ... ok
[INFO] [stdout] test test::machine_learning_test::decision_tree_test::test_node_creation ... ok
[INFO] [stdout] test test::machine_learning_test::dbscan_test::test_empty_data ... ok
[INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_error_handling ... ok
[INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_dimension_validation ... ok
[INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_isolation_forest_new ... ok
[INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_isolation_forest_getters ... ok
[INFO] [stdout] test test::machine_learning_test::decision_tree_test::test_fit_predict_regressor ... ok
[INFO] [stdout] test test::machine_learning_test::decision_tree_test::test_decision_tree_with_custom_params ... ok
[INFO] [stdout] test test::machine_learning_test::decision_tree_test::test_decision_tree_fit_predict ... ok
[INFO] [stdout] test test::machine_learning_test::decision_tree_test::test_max_depth_parameter ... ok
[INFO] [stdout] test test::machine_learning_test::decision_tree_test::test_different_algorithms ... ok
[INFO] [stdout] test test::machine_learning_test::kmeans_test::test_new_and_default ... ok
[INFO] [stdout] test test::machine_learning_test::decision_tree_test::test_fit_predict_classifier ... ok
[INFO] [stdout] test test::machine_learning_test::decision_tree_test::test_predict_proba ... ok
[INFO] [stdout] test test::machine_learning_test::knn_test::test_fit_predict_empty_data ... ok
[INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_default ... ok
[INFO] [stdout] test test::machine_learning_test::kmeans_test::test_fit ... ok
[INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_fit ... ok
[INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_new ... ok
[INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_distance_weights ... ok
[INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_predict_manhattan ... ok
[INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_predict_euclidean_uniform ... ok
[INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_string_labels ... ok
[INFO] [stdout] test test::machine_learning_test::kmeans_test::test_getters ... ok
[INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_empty_train ... ok
[INFO] [stdout] test test::machine_learning_test::linear_regression_test::test_default_constructor ... ok
[INFO] [stdout] test test::machine_learning_test::kmeans_test::test_fit_predict ... ok
[INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_with_k3 ... ok
[INFO] [stdout] test test::machine_learning_test::dbscan_test::test_predict ... ok
[INFO] [stdout] test test::machine_learning_test::linear_regression_test::test_new_constructor ... ok
[INFO] [stdout] test test::machine_learning_test::linear_regression_test::test_not_fitted_error ... ok
[INFO] [stdout] test test::machine_learning_test::linear_svc_test::test_default ... ok
[INFO] [stdout] test test::machine_learning_test::knn_test::test_fit_predict ... ok
[INFO] [stdout] test test::machine_learning_test::linear_svc_test::test_error_handling ... ok
[INFO] [stdout] test test::machine_learning_test::dbscan_test::test_fit_simple_data ... ok
[INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_isolation_forest_anomaly_score ... ok
[INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_isolation_forest_predict ... ok
[INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_isolation_forest_fit ... ok
[INFO] [stdout] test test::machine_learning_test::linear_regression_test::test_no_intercept ... ok
[INFO] [stdout] test test::machine_learning_test::linear_svc_test::test_fit_with_invalid_data ... ok
[INFO] [stdout] test test::machine_learning_test::dbscan_test::test_fit_predict ... ok
[INFO] [stdout] test test::machine_learning_test::kmeans_test::test_predict ... ok
[INFO] [stdout] test test::machine_learning_test::linear_svc_test::test_new ... ok
[INFO] [stdout] test test::machine_learning_test::logistic_regression_test::test_default_constructor ... ok
[INFO] [stdout] test test::machine_learning_test::logistic_regression_test::test_new_constructor ... ok
[INFO] [stdout] test test::machine_learning_test::logistic_regression_test::test_predict_proba ... ok
[INFO] [stdout] test test::machine_learning_test::linear_svc_test::test_getters_before_fit ... ok
[INFO] [stdout] test test::machine_learning_test::logistic_regression_test::test_generate_polynomial_features ... ok
[INFO] [stdout] test test::machine_learning_test::linear_regression_test::test_multivariate_regression ... ok
[INFO] [stdout] test test::machine_learning_test::linear_regression_test::test_linear_regression_fit_predict ... ok
[INFO] [stdout] test test::machine_learning_test::meanshift_test::test_meanshift_default ... ok
[INFO] [stdout] test test::machine_learning_test::linear_regression_test::test_fit_and_predict ... ok
[INFO] [stdout] test test::machine_learning_test::meanshift_test::test_meanshift_getters_before_fit ... ok
[INFO] [stdout] test test::machine_learning_test::meanshift_test::test_meanshift_new ... ok
[INFO] [stdout] test test::machine_learning_test::logistic_regression_test::test_fit_and_predict_simple_case ... ok
[INFO] [stdout] test test::machine_learning_test::svc_test::test_decision_function ... ok
[INFO] [stdout] test test::machine_learning_test::svc_test::test_different_kernels ... ok
[INFO] [stdout] test test::machine_learning_test::svc_test::test_error_handling ... ok
[INFO] [stdout] test test::machine_learning_test::svc_test::test_fit_and_predict_linear ... ok
[INFO] [stdout] test test::machine_learning_test::linear_svc_test::test_different_penalties ... ok
[INFO] [stdout] test test::machine_learning_test::svc_test::test_getters_before_fit ... ok
[INFO] [stdout] test test::machine_learning_test::svc_test::test_svc_constructor ... ok
[INFO] [stdout] test test::machine_learning_test::svc_test::test_svc_default ... ok
[INFO] [stdout] test test::math_module_test::test_entropy_balanced_binary ... ok
[INFO] [stdout] test test::math_module_test::test_entropy_empty ... ok
[INFO] [stdout] test test::math_module_test::test_entropy_homogeneous ... ok
[INFO] [stdout] test test::math_module_test::test_entropy_multiclass ... ok
[INFO] [stdout] test test::math_module_test::test_entropy_unbalanced ... ok
[INFO] [stdout] test test::math_module_test::test_gain_ratio ... ok
[INFO] [stdout] test test::math_module_test::test_gain_ratio_zero_split_info ... ok
[INFO] [stdout] test test::math_module_test::test_gini_balanced_binary ... ok
[INFO] [stdout] test test::math_module_test::test_gini_empty ... ok
[INFO] [stdout] test test::math_module_test::test_gini_homogeneous ... ok
[INFO] [stdout] test test::math_module_test::test_gini_unbalanced ... ok
[INFO] [stdout] test test::math_module_test::test_information_gain ... ok
[INFO] [stdout] test test::math_module_test::test_information_gain_no_improvement ... ok
[INFO] [stdout] test test::math_module_test::test_logistic_loss ... ok
[INFO] [stdout] test test::machine_learning_test::svc_test::test_fit_and_predict_rbf ... ok
[INFO] [stdout] test test::math_module_test::test_logistic_loss_different_lengths - should panic ... ok
[INFO] [stdout] test test::math_module_test::test_logistic_loss_invalid_labels - should panic ... ok
[INFO] [stdout] test test::math_module_test::test_minkowski_distance_row ... ok
[INFO] [stdout] test test::math_module_test::test_manhattan_distance_row ... ok
[INFO] [stdout] test test::math_module_test::test_sigmoid ... ok
[INFO] [stdout] test test::math_module_test::test_squared_euclidean_distance_row ... ok
[INFO] [stdout] test test::math_module_test::test_standard_deviation ... ok
[INFO] [stdout] test test::math_module_test::test_sum_of_square_total ... ok
[INFO] [stdout] test test::math_module_test::test_sum_of_squared_errors ... ok
[INFO] [stdout] test test::math_module_test::test_minkowski_with_invalid_p - should panic ... ok
[INFO] [stdout] test test::math_module_test::test_sum_of_squared_errors_different_lengths - should panic ... ok
[INFO] [stdout] test test::math_module_test::test_variance_constant ... ok
[INFO] [stdout] test test::math_module_test::test_variance_empty ... ok
[INFO] [stdout] test test::math_module_test::test_variance_simple ... ok
[INFO] [stdout] test test::math_module_test::test_variance_with_variance ... ok
[INFO] [stdout] test test::metric_module_test::test_accuracy ... ok
[INFO] [stdout] test test::metric_module_test::test_accuracy_with_different_length_arrays - should panic ... ok
[INFO] [stdout] test test::metric_module_test::test_calculate_auc_empty_input - should panic ... ok
[INFO] [stdout] test test::metric_module_test::test_calculate_auc_no_negative - should panic ... ok
[INFO] [stdout] test test::metric_module_test::test_calculate_auc_length_mismatch - should panic ... ok
[INFO] [stdout] test test::metric_module_test::test_calculate_auc_valid ... ok
[INFO] [stdout] test test::metric_module_test::test_calculate_auc_no_positive - should panic ... ok
[INFO] [stdout] test test::metric_module_test::test_calculate_auc_with_ties ... ok
[INFO] [stdout] test test::metric_module_test::test_confusion_matrix_accuracy ... ok
[INFO] [stdout] test test::metric_module_test::test_confusion_matrix_new ... ok
[INFO] [stdout] test test::metric_module_test::test_confusion_matrix_new_error - should panic ... ok
[INFO] [stdout] test test::metric_module_test::test_constant_labels ... ok
[INFO] [stdout] test test::metric_module_test::test_different_clusterings ... ok
[INFO] [stdout] test test::metric_module_test::test_error_rate ... ok
[INFO] [stdout] test test::metric_module_test::test_f1_score ... ok
[INFO] [stdout] test test::metric_module_test::test_get_counts ... ok
[INFO] [stdout] test test::metric_module_test::test_identical_clusterings ... ok
[INFO] [stdout] test test::metric_module_test::test_mae_empty_arrays ... ok
[INFO] [stdout] test test::metric_module_test::test_length_mismatch - should panic ... ok
[INFO] [stdout] test test::metric_module_test::test_mean_absolute_error ... ok
[INFO] [stdout] test test::metric_module_test::test_mae_mismatched_lengths - should panic ... ok
[INFO] [stdout] test test::metric_module_test::test_precision ... ok
[INFO] [stdout] test test::metric_module_test::test_r2_score ... ok
[INFO] [stdout] test test::metric_module_test::test_recall ... ok
[INFO] [stdout] test test::metric_module_test::test_rmse_empty_arrays ... ok
[INFO] [stdout] test test::metric_module_test::test_root_mean_squared_error ... ok
[INFO] [stdout] test test::metric_module_test::test_specificity ... ok
[INFO] [stdout] test test::metric_module_test::test_summary ... ok
[INFO] [stdout] test test::metric_module_test::test_rmse_mismatched_lengths - should panic ... ok
[INFO] [stdout] test test::neural_network_test::average_pooling_1d_test::test_average_pooling_1d_backward ... ok
[INFO] [stdout] test test::neural_network_test::average_pooling_1d_test::test_average_pooling_1d_forward ... ok
[INFO] [stdout] test test::neural_network_test::average_pooling_1d_test::test_average_pooling_1d_odd_window_size ... ok
[INFO] [stdout] test test::neural_network_test::average_pooling_1d_test::test_average_pooling_1d_shape ... ok
[INFO] [stdout] test test::neural_network_test::average_pooling_1d_test::test_average_pooling_1d_with_sequential ... ok
[INFO] [stdout] test test::neural_network_test::average_pooling_1d_test::test_layer_type_and_output_shape ... ok
[INFO] [stdout] test test::neural_network_test::average_pooling_2d_test::average_pooling_backprop_test ... ok
[INFO] [stdout] test test::neural_network_test::average_pooling_2d_test::average_pooling_basic_test ... ok
[INFO] [stdout] test test::neural_network_test::average_pooling_2d_test::average_pooling_different_strides_test ... ok
[INFO] [stdout] test test::neural_network_test::average_pooling_2d_test::average_pooling_non_even_input_test ... ok
[INFO] [stdout] test test::neural_network_test::activation_test::with_activation_test ... ok
[INFO] [stdout] test test::neural_network_test::average_pooling_3d_test::test_average_pooling_3d_edge_cases ... ok
[INFO] [stdout] test test::neural_network_test::average_pooling_3d_test::test_average_pooling_3d_forward ... ok
[INFO] [stdout] test test::neural_network_test::average_pooling_3d_test::test_average_pooling_3d_basic ... ok
[INFO] [stdout] test test::neural_network_test::average_pooling_3d_test::test_average_pooling_3d_multiple_channels ... ok
[INFO] [stdout] test test::neural_network_test::average_pooling_3d_test::test_average_pooling_3d_gradient_flow ... ok
[INFO] [stdout] test test::neural_network_test::average_pooling_3d_test::test_average_pooling_3d_with_strides ... ok
[INFO] [stdout] test test::neural_network_test::conv1d_test::test_conv1d_activation_functions ... ok
[INFO] [stdout] test test::neural_network_test::conv1d_test::test_conv1d_different_strides ... ok
[INFO] [stdout] test test::neural_network_test::average_pooling_3d_test::test_average_pooling_3d_sequential_model ... ok
[INFO] [stdout] test test::neural_network_test::conv1d_test::test_conv1d_parameter_count ... ok
[INFO] [stdout] test test::neural_network_test::conv1d_test::test_conv1d_multiple_channels ... ok
[INFO] [stdout] test test::neural_network_test::conv1d_test::test_conv1d_sequential_with_sgd ... ok
[INFO] [stdout] test test::neural_network_test::conv1d_test::test_conv1d_sequential_with_rmsprop ... ok
[INFO] [stdout] test test::neural_network_test::conv1d_test::test_conv1d_softmax_panic - should panic ... ok
[INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_add_layer ... ok
[INFO] [stdout] test test::neural_network_test::conv2d_test::conv2d_test ... ok
[INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_different_activations ... ok
[INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_different_optimizers ... ok
[INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_empty_model_summary ... ok
[INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_fit_no_layers ... ok
[INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_fit_no_optimizer ... ok
[INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_complex_model ... ok
[INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_get_weights ... ok
[INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_fit_success ... ok
[INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_method_chaining ... ok
[INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_new ... ok
[INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_predict ... ok
[INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_predict_before_compile ... ok
[INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_summary ... ok
[INFO] [stdout] test test::neural_network_test::depthwise_conv2d_test::test_depthwise_conv2d_backward ... ok
[INFO] [stdout] test test::neural_network_test::depthwise_conv2d_test::test_depthwise_conv2d_channel_independence ... ok
[INFO] [stdout] test test::neural_network_test::depthwise_conv2d_test::test_depthwise_conv2d_creation ... ok
[INFO] [stdout] test test::neural_network_test::depthwise_conv2d_test::test_depthwise_conv2d_different_strides ... ok
[INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_multiple_fit_calls ... ok
[INFO] [stdout] test test::neural_network_test::depthwise_conv2d_test::test_depthwise_conv2d_edge_cases ... ok
[INFO] [stdout] test test::neural_network_test::depthwise_conv2d_test::test_depthwise_conv2d_multiple_batches ... ok
[INFO] [stdout] test test::neural_network_test::depthwise_conv2d_test::test_depthwise_conv2d_same_padding ... ok
[INFO] [stdout] test test::neural_network_test::depthwise_conv2d_test::test_depthwise_conv2d_sequential_model ... ok
[INFO] [stdout] test test::neural_network_test::depthwise_conv2d_test::test_depthwise_conv2d_forward ... ok
[INFO] [stdout] test test::neural_network_test::flatten_test::test_flatten_3d ... ok
[INFO] [stdout] test test::neural_network_test::flatten_test::test_flatten_4d ... ok
[INFO] [stdout] test test::neural_network_test::flatten_test::test_flatten_5d ... ok
[INFO] [stdout] test test::neural_network_test::flatten_test::test_flatten_in_sequential ... ok
[INFO] [stdout] test test::neural_network_test::depthwise_conv2d_test::test_depthwise_conv2d_training ... ok
[INFO] [stdout] test test::neural_network_test::flatten_test::test_flatten_only_model ... ok
[INFO] [stdout] test test::neural_network_test::flatten_test::test_invalid_input_shape_2d - should panic ... ok
[INFO] [stdout] test test::neural_network_test::flatten_test::test_invalid_input_shape_6d - should panic ... ok
[INFO] [stdout] test test::neural_network_test::global_average_pooling_1d_test::test_global_average_pooling_1d_backward ... ok
[INFO] [stdout] test test::neural_network_test::global_average_pooling_1d_test::test_global_average_pooling_1d_creation ... ok
[INFO] [stdout] test test::neural_network_test::global_average_pooling_1d_test::test_global_average_pooling_1d_forward ... ok
[INFO] [stdout] test test::neural_network_test::global_average_pooling_1d_test::test_global_average_pooling_1d_sequential ... ok
[INFO] [stdout] test test::neural_network_test::global_average_pooling_1d_test::test_global_average_pooling_1d_zero_input ... ok
[INFO] [stdout] test test::neural_network_test::global_average_pooling_2d_test::test_global_average_pooling_2d ... ok
[INFO] [stdout] test test::neural_network_test::global_average_pooling_3d_test::test_global_average_pooling_3d_backward_without_forward ... ok
[INFO] [stdout] test test::neural_network_test::global_average_pooling_3d_test::test_global_average_pooling_3d_basic_functionality ... ok
[INFO] [stdout] test test::neural_network_test::global_average_pooling_3d_test::test_global_average_pooling_3d_different_spatial_dimensions ... ok
[INFO] [stdout] test test::neural_network_test::global_average_pooling_3d_test::test_global_average_pooling_3d_gradient_computation ... ok
[INFO] [stdout] test test::neural_network_test::global_average_pooling_3d_test::test_global_average_pooling_3d_invalid_input_shape - should panic ... ok
[INFO] [stdout] test test::neural_network_test::global_average_pooling_3d_test::test_global_average_pooling_3d_layer_properties ... ok
[INFO] [stdout] test test::neural_network_test::global_average_pooling_3d_test::test_global_average_pooling_3d_multiple_batches_and_channels ... ok
[INFO] [stdout] test test::neural_network_test::global_average_pooling_3d_test::test_global_average_pooling_3d_with_random_values ... ok
[INFO] [stdout] test test::neural_network_test::global_average_pooling_3d_test::test_global_average_pooling_3d_with_sequential_training ... ok
[INFO] [stdout] test test::neural_network_test::global_max_pooling_1d_test::test_global_max_pooling_1d_backward ... ok
[INFO] [stdout] test test::neural_network_test::global_max_pooling_1d_test::test_global_max_pooling_1d_creation ... ok
[INFO] [stdout] test test::neural_network_test::global_max_pooling_1d_test::test_global_max_pooling_1d_forward ... ok
[INFO] [stdout] test test::neural_network_test::global_max_pooling_1d_test::test_global_max_pooling_1d_negative_input ... ok
[INFO] [stdout] test test::neural_network_test::global_max_pooling_1d_test::test_global_max_pooling_1d_sequential ... ok
[INFO] [stdout] test test::neural_network_test::global_max_pooling_1d_test::test_global_max_pooling_1d_zero_input ... ok
[INFO] [stdout] test test::neural_network_test::global_max_pooling_2d_test::test_global_max_pooling_backward ... ok
[INFO] [stdout] test test::neural_network_test::global_max_pooling_2d_test::test_global_max_pooling_forward ... ok
[INFO] [stdout] test test::neural_network_test::global_max_pooling_2d_test::test_global_max_pooling_in_sequential ... ok
[INFO] [stdout] test test::neural_network_test::global_max_pooling_3d_test::test_global_max_pooling_3d_backward ... ok
[INFO] [stdout] test test::neural_network_test::global_max_pooling_3d_test::test_global_max_pooling_3d_backward_without_forward ... ok
[INFO] [stdout] test test::machine_learning_test::meanshift_test::test_meanshift_fit ... ok
[INFO] [stdout] test test::neural_network_test::global_max_pooling_3d_test::test_global_max_pooling_3d_forward_batch ... ok
[INFO] [stdout] test test::neural_network_test::global_max_pooling_3d_test::test_global_max_pooling_3d_forward_basic ... ok
[INFO] [stdout] test test::neural_network_test::global_max_pooling_3d_test::test_global_max_pooling_3d_layer_properties ... ok
[INFO] [stdout] test test::neural_network_test::global_max_pooling_3d_test::test_global_max_pooling_3d_invalid_input_shape - should panic ... ok
[INFO] [stdout] test test::neural_network_test::global_max_pooling_3d_test::test_global_max_pooling_3d_with_negative_values ... ok
[INFO] [stdout] test test::neural_network_test::global_max_pooling_3d_test::test_global_max_pooling_3d_with_sequential ... ok
[INFO] [stdout] test test::neural_network_test::layer_weight_test::test_get_weights ... ok
[INFO] [stdout] test test::neural_network_test::global_max_pooling_3d_test::test_global_max_pooling_3d_sequential_training ... ok
[INFO] [stdout] test test::neural_network_test::loss_function_test::categorical_cross_entropy_test ... ok
[INFO] [stdout] test test::neural_network_test::loss_function_test::mae_test ... ok
[INFO] [stdout] test test::neural_network_test::loss_function_test::binary_cross_entropy_test ... ok
[INFO] [stdout] test test::neural_network_test::loss_function_test::mse_test ... ok
[INFO] [stdout] test test::neural_network_test::loss_function_test::sparse_categorical_cross_entropy_test ... ok
[INFO] [stdout] test test::neural_network_test::lstm_test::test_lstm_layer ... ok
[INFO] [stdout] test test::neural_network_test::lstm_test::test_lstm_layer_basic ... ok
[INFO] [stdout] test test::machine_learning_test::meanshift_test::test_meanshift_predict ... ok
[INFO] [stdout] test test::neural_network_test::lstm_test::test_lstm_different_activations ... ok
[INFO] [stdout] test test::neural_network_test::max_pooling_1d_test::test_max_pooling_1d ... ok
[INFO] [stdout] test test::neural_network_test::max_pooling_1d_test::test_max_pooling_1d_backward ... ok
[INFO] [stdout] test test::neural_network_test::max_pooling_2d_test::max_pooling_2d_edge_cases ... ok
[INFO] [stdout] test test::neural_network_test::max_pooling_2d_test::max_pooling_2d_test ... ok
[INFO] [stdout] test test::neural_network_test::max_pooling_3d_test::test_max_pooling_3d_backward_pass ... ok
[INFO] [stdout] test test::neural_network_test::max_pooling_3d_test::test_max_pooling_3d_different_strides ... ok
[INFO] [stdout] test test::neural_network_test::max_pooling_3d_test::test_max_pooling_3d_edge_cases ... ok
[INFO] [stdout] test test::neural_network_test::max_pooling_3d_test::test_max_pooling_3d_forward_pass ... ok
[INFO] [stdout] test test::neural_network_test::max_pooling_3d_test::test_max_pooling_3d_layer_properties ... ok
[INFO] [stdout] test test::neural_network_test::max_pooling_3d_test::test_max_pooling_3d_multiple_channels ... ok
[INFO] [stdout] test test::neural_network_test::max_pooling_3d_test::test_max_pooling_3d_with_sequential ... ok
[INFO] [stdout] test test::neural_network_test::optimizer_test::adam_test ... ok
[INFO] [stdout] test test::neural_network_test::optimizer_test::rmsprop_test ... ok
[INFO] [stdout] test test::neural_network_test::lstm_test::test_lstm_sequential_composition ... ok
[INFO] [stdout] test test::neural_network_test::separable_conv2d_test::test_separable_conv2d_basic ... ok
[INFO] [stdout] test test::neural_network_test::separable_conv2d_test::test_separable_conv2d_batch_processing ... ok
[INFO] [stdout] test test::neural_network_test::separable_conv2d_test::test_separable_conv2d_different_depth_multiplier ... ok
[INFO] [stdout] test test::neural_network_test::separable_conv2d_test::test_separable_conv2d_get_weights ... ok
[INFO] [stdout] test test::neural_network_test::lstm_test::test_lstm_overfitting ... ok
[INFO] [stdout] test test::neural_network_test::separable_conv2d_test::test_separable_conv2d_multiple_training_calls ... ok
[INFO] [stdout] test test::neural_network_test::flatten_test::test_multiple_layers_with_flatten ... ok
[INFO] [stdout] test test::neural_network_test::separable_conv2d_test::test_separable_conv2d_output_shape_calculation ... ok
[INFO] [stdout] test test::neural_network_test::separable_conv2d_test::test_separable_conv2d_valid_padding ... ok
[INFO] [stdout] test test::machine_learning_test::kmeans_test::test_different_cluster_counts ... ok
[INFO] [stdout] test test::neural_network_test::separable_conv2d_test::test_separable_conv2d_different_optimizers ... ok
[INFO] [stdout] test test::machine_learning_test::meanshift_test::test_meanshift_fit_predict ... ok
[INFO] [stdout] test test::neural_network_test::separable_conv2d_test::test_separable_conv2d_with_strides ... ok
[INFO] [stdout] test test::neural_network_test::simple_rnn_test::test_simple_rnn_layer_basic ... ok
[INFO] [stdout] test test::machine_learning_test::meanshift_test::test_fit_with_max_iterations ... ok
[INFO] [stdout] test test::neural_network_test::simple_rnn_test::test_simple_rnn_layer ... ok
[INFO] [stdout] test test::utility_test::kernel_pca_test::test_compute_kernel_linear ... ok
[INFO] [stdout] test test::utility_test::kernel_pca_test::test_compute_kernel_poly ... ok
[INFO] [stdout] test test::utility_test::kernel_pca_test::test_compute_kernel_sigmoid ... ok
[INFO] [stdout] test test::utility_test::kernel_pca_test::test_compute_kernel_rbf ... ok
[INFO] [stdout] test test::utility_test::kernel_pca_test::test_fit_and_transform ... ok
[INFO] [stdout] test test::utility_test::kernel_pca_test::test_fit_invalid_inputs ... ok
[INFO] [stdout] test test::utility_test::kernel_pca_test::test_fit_simple_case ... ok
[INFO] [stdout] test test::utility_test::kernel_pca_test::test_fit_transform ... ok
[INFO] [stdout] test test::utility_test::kernel_pca_test::test_getter_methods ... ok
[INFO] [stdout] test test::utility_test::kernel_pca_test::test_getters_not_fitted ... ok
[INFO] [stdout] test test::utility_test::kernel_pca_test::test_different_kernel_types ... ok
[INFO] [stdout] test test::utility_test::kernel_pca_test::test_kernel_pca_default ... ok
[INFO] [stdout] test test::utility_test::kernel_pca_test::test_transform_not_fitted ... ok
[INFO] [stdout] test test::utility_test::kernel_pca_test::test_kernel_pca_new ... ok
[INFO] [stdout] test test::utility_test::linear_discriminant_analysis_test::test_fit_basic ... ok
[INFO] [stdout] test test::utility_test::linear_discriminant_analysis_test::test_fit_validation_errors ... ok
[INFO] [stdout] test test::utility_test::linear_discriminant_analysis_test::test_fit_transform ... ok
[INFO] [stdout] test test::utility_test::linear_discriminant_analysis_test::test_lda_default ... ok
[INFO] [stdout] test test::utility_test::linear_discriminant_analysis_test::test_lda_new ... ok
[INFO] [stdout] test test::utility_test::linear_discriminant_analysis_test::test_getters_on_unfitted_model ... ok
[INFO] [stdout] test test::utility_test::linear_discriminant_analysis_test::test_transform ... ok
[INFO] [stdout] test test::utility_test::linear_discriminant_analysis_test::test_predict ... ok
[INFO] [stdout] test test::utility_test::principal_component_analysis_test::test_errors_when_not_fitted ... ok
[INFO] [stdout] test test::utility_test::principal_component_analysis_test::test_fit_and_transform ... ok
[INFO] [stdout] test test::utility_test::principal_component_analysis_test::test_fit_transform ... ok
[INFO] [stdout] test test::utility_test::principal_component_analysis_test::test_pca_default ... ok
[INFO] [stdout] test test::utility_test::principal_component_analysis_test::test_inverse_transform ... ok
[INFO] [stdout] test test::utility_test::principal_component_analysis_test::test_pca_new ... ok
[INFO] [stdout] test test::utility_test::principal_component_analysis_test::test_standardize ... ok
[INFO] [stdout] test test::utility_test::principal_component_analysis_test::test_variance_explained_properties ... ok
[INFO] [stdout] test test::utility_test::principal_component_analysis_test::test_with_different_n_components ... ok
[INFO] [stdout] test test::neural_network_test::simple_rnn_test::test_simple_rnn_different_activations ... ok
[INFO] [stdout] test test::utility_test::t_sne_test::test_fit_transform_validation ... ok
[INFO] [stdout] test test::neural_network_test::separable_conv2d_test::test_separable_conv2d_training ... ok
[INFO] [stdout] test test::utility_test::principal_component_analysis_test::test_pca_with_random_data ... ok
[INFO] [stdout] test test::utility_test::t_sne_test::test_tsne_default ... ok
[INFO] [stdout] test test::utility_test::t_sne_test::test_tsne_new ... ok
[INFO] [stdout] test test::utility_test::t_sne_test::test_tsne_partial_params ... ok
[INFO] [stdout] test test::utility_test::train_test_split_test::test_consistent_x_y_split ... ok
[INFO] [stdout] test test::utility_test::train_test_split_test::test_default_parameters ... ok
[INFO] [stdout] test test::utility_test::train_test_split_test::test_different_random_states_give_different_splits ... ok
[INFO] [stdout] test test::utility_test::train_test_split_test::test_error_different_sample_sizes ... ok
[INFO] [stdout] test test::utility_test::train_test_split_test::test_error_invalid_test_size ... ok
[INFO] [stdout] test test::utility_test::train_test_split_test::test_same_random_state_gives_same_split ... ok
[INFO] [stdout] test test::utility_test::train_test_split_test::test_small_dataset ... ok
[INFO] [stdout] test test::utility_test::train_test_split_test::test_train_test_split_valid_input ... ok
[INFO] [stdout] test test::neural_network_test::simple_rnn_test::test_simple_rnn_sequential_composition ... ok
[INFO] [stdout] test test::utility_test::t_sne_test::test_result_is_zero_mean ... ok
[INFO] [stdout] test test::machine_learning_test::linear_svc_test::test_decision_function ... ok
[INFO] [stdout] test test::utility_test::t_sne_test::test_fit_transform_dimensions ... ok
[INFO] [stdout] test test::machine_learning_test::meanshift_test::test_estimate_bandwidth ... ok
[INFO] [stdout] test test::utility_test::t_sne_test::test_reproducibility ... ok
[INFO] [stdout] test test::neural_network_test::simple_rnn_test::test_simple_rnn_overfitting ... ok
[INFO] [stdout] test test::neural_network_test::separable_conv2d_test::test_separable_conv2d_large_kernel ... ok
[INFO] [stdout] test test::machine_learning_test::meanshift_test::test_bin_seeding ... ok
[INFO] [stdout] test test::machine_learning_test::dbscan_test::test_different_metrics ... ok
[INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_fit_predict ... ok
[INFO] [stdout] test test::machine_learning_test::logistic_regression_test::test_fit_predict ... ok
[INFO] [stdout] test test::machine_learning_test::logistic_regression_test::test_fit_with_intercept ... ok
[INFO] [stdout] test test::machine_learning_test::meanshift_test::test_cluster_all_parameter ... ok
[INFO] [stdout] test test::machine_learning_test::linear_svc_test::test_fit_predict_simple_case ... ok
[INFO] [stdout] 
[INFO] [stdout] test result: ok. 324 passed; 0 failed; 0 ignored; 0 measured; 0 filtered out; finished in 39.01s
[INFO] [stdout] 
[INFO] [stderr]    Doc-tests rustyml
[INFO] [stdout] 
[INFO] [stdout] running 77 tests
[INFO] [stdout] test src/dataset/iris.rs - dataset::iris::load_iris (line 22) ... ok
[INFO] [stdout] test src/dataset/diabetes.rs - dataset::diabetes::load_diabetes (line 13) ... ok
[INFO] [stdout] test src/dataset.rs - dataset::diabetes (line 87) ... ok
[INFO] [stdout] test src/lib.rs - metric (line 292) ... ok
[INFO] [stdout] test src/lib.rs - prelude (line 137) ... ok
[INFO] [stdout] test src/lib.rs - dataset (line 343) ... ok
[INFO] [stdout] test src/machine_learning/meanshift.rs - machine_learning::meanshift::MeanShift (line 90) ... ok
[INFO] [stdout] test src/lib.rs - math (line 55) ... ok
[INFO] [stdout] test src/math.rs - math::entropy (line 371) ... ok
[INFO] [stdout] test src/lib.rs - neural_network (line 369) ... ok
[INFO] [stdout] test src/math.rs - math::gain_ratio (line 579) ... ok
[INFO] [stdout] test src/machine_learning/knn.rs - machine_learning::knn::KNN (line 38) ... ok
[INFO] [stdout] test src/math.rs - math::gini (line 440) ... ok
[INFO] [stdout] test src/math.rs - math::manhattan_distance_row (line 296) ... ok
[INFO] [stdout] test src/machine_learning/decision_tree.rs - machine_learning::decision_tree::DecisionTree (line 49) ... ok
[INFO] [stdout] test src/math.rs - math::sigmoid (line 140) ... ok
[INFO] [stdout] test src/math.rs - math::information_gain (line 507) ... ok
[INFO] [stdout] test src/math.rs - math::average_path_length_factor (line 700) ... ok
[INFO] [stdout] test src/math.rs - math::squared_euclidean_distance_row (line 263) ... ok
[INFO] [stdout] test src/lib.rs - machine_learning (line 101) ... ok
[INFO] [stdout] test src/math.rs - math::standard_deviation (line 742) ... ok
[INFO] [stdout] test src/math.rs - math::sum_of_square_total (line 20) ... ok
[INFO] [stdout] test src/machine_learning/isolation_forest.rs - machine_learning::isolation_forest::IsolationForest (line 25) ... ok
[INFO] [stdout] test src/math.rs - math::minkowski_distance_row (line 330) ... ok
[INFO] [stdout] test src/math.rs - math::sum_of_squared_errors (line 62) ... ok
[INFO] [stdout] test src/math.rs - math::logistic_loss (line 182) ... ok
[INFO] [stdout] test src/metric.rs - metric::adjusted_mutual_info (line 781) ... ok
[INFO] [stdout] test src/machine_learning/meanshift.rs - machine_learning::meanshift::MeanShift (line 33) ... ok
[INFO] [stdout] test src/metric.rs - metric::r2_score (line 218) ... ok
[INFO] [stdout] test src/metric.rs - metric::ConfusionMatrix (line 286) ... ok
[INFO] [stdout] test src/metric.rs - metric::mean_absolute_error (line 153) ... ok
[INFO] [stdout] test src/metric.rs - metric::accuracy (line 527) ... ok
[INFO] [stdout] test src/metric.rs - metric::normalized_mutual_info (line 706) ... ok
[INFO] [stdout] test src/math.rs - math::variance (line 645) ... ok
[INFO] [stdout] test src/metric.rs - metric::calculate_auc (line 846) ... ok
[INFO] [stdout] test src/neural_network/layer/average_pooling_2d.rs - neural_network::layer::average_pooling_2d::AveragePooling2D (line 32) ... ok
[INFO] [stdout] test src/machine_learning/logistic_regression.rs - machine_learning::logistic_regression::generate_polynomial_features (line 433) ... ok
[INFO] [stdout] test src/lib.rs - utility (line 230) ... ok
[INFO] [stdout] test src/metric.rs - metric::mean_squared_error (line 25) ... ok
[INFO] [stdout] test src/metric.rs - metric::root_mean_squared_error (line 86) ... ok
[INFO] [stdout] test src/machine_learning/kmeans.rs - machine_learning::kmeans::KMeans (line 28) ... ok
[INFO] [stdout] test src/machine_learning/dbscan.rs - machine_learning::dbscan::DBSCAN (line 21) ... ok
[INFO] [stdout] test src/neural_network/layer/global_average_pooling_3d.rs - neural_network::layer::global_average_pooling_3d::GlobalAveragePooling3D (line 21) ... ok
[INFO] [stdout] test src/machine_learning/svc.rs - machine_learning::svc::SVC (line 23) ... ok
[INFO] [stdout] test src/neural_network/layer/average_pooling_1d.rs - neural_network::layer::average_pooling_1d::AveragePooling1D (line 32) ... ok
[INFO] [stdout] test src/neural_network/layer/global_average_pooling_2d.rs - neural_network::layer::global_average_pooling_2d::GlobalAveragePooling2D (line 22) ... ok
[INFO] [stdout] test src/neural_network/layer/global_max_pooling_1d.rs - neural_network::layer::global_max_pooling_1d::GlobalMaxPooling1D (line 22) ... ok
[INFO] [stdout] test src/neural_network/layer/flatten.rs - neural_network::layer::flatten::Flatten (line 31) ... ok
[INFO] [stdout] test src/neural_network/layer/max_pooling_1d.rs - neural_network::layer::max_pooling_1d::MaxPooling1D (line 33) ... ok
[INFO] [stdout] test src/neural_network/layer/global_max_pooling_3d.rs - neural_network::layer::global_max_pooling_3d::GlobalMaxPooling3D (line 22) ... ok
[INFO] [stdout] test src/neural_network/layer/conv1d.rs - neural_network::layer::conv1d::Conv1D (line 45) ... ok
[INFO] [stdout] test src/machine_learning/logistic_regression.rs - machine_learning::logistic_regression::LogisticRegression (line 24) ... ok
[INFO] [stdout] test src/neural_network/layer/global_max_pooling_2d.rs - neural_network::layer::global_max_pooling_2d::GlobalMaxPooling2D (line 23) ... ok
[INFO] [stdout] test src/neural_network/layer/global_average_pooling_1d.rs - neural_network::layer::global_average_pooling_1d::GlobalAveragePooling1D (line 21) ... ok
[INFO] [stdout] test src/neural_network/layer/depthwise_conv2d.rs - neural_network::layer::depthwise_conv2d::DepthwiseConv2D (line 35) ... ok
[INFO] [stdout] test src/neural_network/loss_function/categorical_cross_entropy.rs - neural_network::loss_function::categorical_cross_entropy::CategoricalCrossEntropy (line 7) ... ok
[INFO] [stdout] test src/neural_network/layer/conv2d.rs - neural_network::layer::conv2d::Conv2D (line 44) ... ok
[INFO] [stdout] test src/machine_learning/linear_regression.rs - machine_learning::linear_regression::LinearRegression (line 26) ... ok
[INFO] [stdout] test src/neural_network/loss_function/binary_cross_entropy.rs - neural_network::loss_function::binary_cross_entropy::BinaryCrossEntropy (line 7) ... ok
[INFO] [stdout] test src/neural_network/layer/lstm.rs - neural_network::layer::lstm::LSTM (line 44) ... ok
[INFO] [stdout] test src/neural_network/layer/max_pooling_2d.rs - neural_network::layer::max_pooling_2d::MaxPooling2D (line 23) ... ok
[INFO] [stdout] test src/utility/kernel_pca.rs - utility::kernel_pca::KernelPCA (line 23) ... ok
[INFO] [stdout] test src/neural_network/loss_function/mean_squared_error.rs - neural_network::loss_function::mean_squared_error::MeanSquaredError (line 7) ... ok
[INFO] [stdout] test src/neural_network/layer/dense.rs - neural_network::layer::dense::Dense (line 43) ... ok
[INFO] [stdout] test src/neural_network/loss_function/mean_absolute_error.rs - neural_network::loss_function::mean_absolute_error::MeanAbsoluteError (line 7) ... ok
[INFO] [stdout] test src/utility/train_test_split.rs - utility::train_test_split::train_test_split (line 21) ... ok
[INFO] [stdout] test src/neural_network/loss_function/sparse_categorical_cross_entropy.rs - neural_network::loss_function::sparse_categorical_cross_entropy::SparseCategoricalCrossEntropy (line 9) ... ok
[INFO] [stdout] test src/neural_network/layer/simple_rnn.rs - neural_network::layer::simple_rnn::SimpleRNN (line 41) ... ok
[INFO] [stdout] test src/utility/linear_discriminant_analysis.rs - utility::linear_discriminant_analysis::LDA (line 18) ... ok
[INFO] [stdout] test src/utility/principal_component_analysis.rs - utility::principal_component_analysis::PCA (line 22) ... ok
[INFO] [stdout] test src/neural_network/layer/conv3d.rs - neural_network::layer::conv3d::Conv3D (line 44) ... ok
[INFO] [stdout] test src/machine_learning/linear_svc.rs - machine_learning::linear_svc::LinearSVC (line 33) ... ok
[INFO] [stdout] test src/neural_network/layer/max_pooling_3d.rs - neural_network::layer::max_pooling_3d::MaxPooling3D (line 28) ... ok
[INFO] [stdout] test src/neural_network/sequential.rs - neural_network::sequential::Sequential (line 22) ... ok
[INFO] [stdout] test src/neural_network/layer/average_pooling_3d.rs - neural_network::layer::average_pooling_3d::AveragePooling3D (line 25) ... ok
[INFO] [stdout] test src/utility/t_sne.rs - utility::t_sne::TSNE (line 26) ... ok
[INFO] [stdout] test src/neural_network/layer/separable_conv2d.rs - neural_network::layer::separable_conv2d::SeparableConv2D (line 48) ... ok
[INFO] [stdout] 
[INFO] [stdout] test result: ok. 77 passed; 0 failed; 0 ignored; 0 measured; 0 filtered out; finished in 11.12s
[INFO] [stdout] 
[INFO] running `Command { std: "docker" "inspect" "f4a2d3806a60dbdfb4928b5e7c94a225e4fa485f395419ce835c050594f92603", kill_on_drop: false }`
[INFO] running `Command { std: "docker" "rm" "-f" "f4a2d3806a60dbdfb4928b5e7c94a225e4fa485f395419ce835c050594f92603", kill_on_drop: false }`
[INFO] [stdout] f4a2d3806a60dbdfb4928b5e7c94a225e4fa485f395419ce835c050594f92603