Manuel
98 lines
2.5 KiB
TOML
98 lines
2.5 KiB
TOML
[workspace]
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members = ["optimizer-derive"]
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[package]
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name = "optimizer"
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version = "1.0.1"
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edition = "2024"
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rust-version = "1.89"
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license = "MIT"
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authors = ["Manuel Raimann <raimannma@outlook.de>"]
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description = "Bayesian and population-based optimization library with an Optuna-like API for hyperparameter tuning and black-box optimization"
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repository = "https://github.com/raimannma/rust-optimizer"
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documentation = "https://docs.rs/optimizer"
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keywords = ["optimization", "hyperparameter", "tpe", "grid-search", "bayesian"]
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categories = ["algorithms", "science", "mathematics"]
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readme = "README.md"
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[dependencies]
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fastrand = "2"
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thiserror = "2"
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parking_lot = "0.12"
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tokio = { version = "1", features = ["sync", "rt-multi-thread"], optional = true }
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optimizer-derive = { version = "0.1", path = "optimizer-derive", optional = true }
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serde = { version = "1", features = ["derive"], optional = true }
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serde_json = { version = "1", optional = true }
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tracing = { version = "0.1.44", optional = true }
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sobol_burley = { version = "0.5", optional = true }
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nalgebra = { version = "0.35", optional = true }
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fs2 = { version = "0.4", optional = true }
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[features]
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default = []
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async = ["dep:tokio"]
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derive = ["dep:optimizer-derive"]
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serde = ["dep:serde", "dep:serde_json"]
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journal = ["dep:fs2", "serde"]
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tracing = ["dep:tracing"]
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sobol = ["dep:sobol_burley"]
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cma-es = ["dep:nalgebra"]
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gp = ["dep:nalgebra"]
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[dev-dependencies]
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tokio = { version = "1.52", features = ["rt-multi-thread", "macros", "time"] }
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optimizer-derive = { version = "0.1.0", path = "optimizer-derive" }
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serde_json = "1"
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criterion = { version = "0.8", features = ["html_reports"] }
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[[bench]]
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name = "samplers"
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harness = false
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[[bench]]
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name = "optimization"
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harness = false
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[[example]]
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name = "basic_optimization"
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path = "examples/basic_optimization.rs"
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[[example]]
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name = "parameter_types"
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path = "examples/parameter_types.rs"
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required-features = ["derive"]
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[[example]]
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name = "sampler_comparison"
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path = "examples/sampler_comparison.rs"
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[[example]]
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name = "pruning"
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path = "examples/pruning.rs"
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[[example]]
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name = "early_stopping"
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path = "examples/early_stopping.rs"
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[[example]]
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name = "async_parallel"
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path = "examples/async_parallel.rs"
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required-features = ["async"]
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[[example]]
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name = "journal_storage"
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path = "examples/journal_storage.rs"
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required-features = ["journal"]
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[[example]]
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name = "ask_and_tell"
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path = "examples/ask_and_tell.rs"
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[[example]]
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name = "multi_objective"
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path = "examples/multi_objective.rs"
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[[test]]
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name = "journal_tests"
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required-features = ["journal"]
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