anomaly-grid 0.4.3

Sequential pattern analysis through variable-order Markov chains. Built for detecting deviations in finite-alphabet sequences.
Documentation 
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[dependencies.rayon]
version = "1.10.0"

[dependencies.smallvec]
version = "1.13.0"

[dev-dependencies.rand]
version = "0.8"

[[example]]
name = "communication_protocol_analysis"
path = "examples/communication_protocol_analysis.rs"

[[example]]
name = "network_protocol_analysis"
path = "examples/network_protocol_analysis.rs"

[[example]]
name = "protein_folding_sequences"
path = "examples/protein_folding_sequences.rs"

[lib]
name = "anomaly_grid"
path = "src/lib.rs"

[package]
authors = ["Juan Abimael Santos Castillo"]
autobenches = false
autobins = false
autoexamples = false
autolib = false
autotests = false
build = false
categories = ["science", "algorithms", "data-structures", "mathematics", "visualization"]
description = "Sequential pattern analysis through variable-order Markov chains. Built for detecting deviations in finite-alphabet sequences."
edition = "2021"
keywords = ["anomaly-detection", "markov-chains", "sequence-modeling", "time-series", "log-analysis"]
license = "MIT"
name = "anomaly-grid"
readme = "README.md"
repository = "https://github.com/Abimael10/anomaly-grid"
version = "0.4.3"

[[test]]
name = "domain_1_markov_chain_mathematics"
path = "tests/domain_1_markov_chain_mathematics.rs"

[[test]]
name = "domain_2_probability_theory"
path = "tests/domain_2_probability_theory.rs"

[[test]]
name = "domain_3_information_theory"
path = "tests/domain_3_information_theory.rs"

[[test]]
name = "domain_4_anomaly_detection_logic"
path = "tests/domain_4_anomaly_detection_logic.rs"

[[test]]
name = "domain_5_sequence_analysis"
path = "tests/domain_5_sequence_analysis.rs"

[[test]]
name = "integration_error_handling_tests"
path = "tests/integration_error_handling_tests.rs"

[[test]]
name = "integration_workflow_tests"
path = "tests/integration_workflow_tests.rs"

[[test]]
name = "performance_1_training_scalability"
path = "tests/performance_1_training_scalability.rs"

[[test]]
name = "performance_2_detection_throughput"
path = "tests/performance_2_detection_throughput.rs"

[[test]]
name = "performance_3_memory_optimization"
path = "tests/performance_3_memory_optimization.rs"

[[test]]
name = "performance_4_batch_processing"
path = "tests/performance_4_batch_processing.rs"

[[test]]
name = "performance_5_stress_testing"
path = "tests/performance_5_stress_testing.rs"

[[test]]
name = "regression_anomaly_grid"
path = "tests/regression_anomaly_grid.rs"

[[test]]
name = "unit_anomaly_detector_tests"
path = "tests/unit_anomaly_detector_tests.rs"

[[test]]
name = "unit_context_tree_tests"
path = "tests/unit_context_tree_tests.rs"

[[test]]
name = "unit_markov_model_tests"
path = "tests/unit_markov_model_tests.rs"