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Release 0.3.0
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14 files changed

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‎Cargo.toml‎

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[package]
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name = "linfa"
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version = "0.2.1"
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version = "0.3.0"
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authors = [
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"Luca Palmieri <[email protected]>",
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"Lorenz Schmidt <[email protected]>",

‎README.md‎

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@@ -38,6 +38,7 @@ Where does `linfa` stand right now? [Are we learning yet?](http://www.arewelearn
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| [svm](linfa-svm/) | Support Vector Machines | Tested | Supervised learning | Classification or regression analysis of labeled datasets |
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| [hierarchical](linfa-hierarchical/) | Agglomerative hierarchical clustering | Tested | Unsupervised learning | Cluster and build hierarchy of clusters |
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| [bayes](linfa-bayes/) | Naive Bayes | Tested | Supervised learning | Contains Gaussian Naive Bayes |
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| [ica](linfa-ica/) | Independent component analysis | Tested | Supervised learning | Contains FastICA implementation |
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We believe that only a significant community effort can nurture, build, and sustain a machine learning ecosystem in Rust - there is no other way forward.
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‎datasets/Cargo.toml‎

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[package]
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name = "linfa-datasets"
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version = "0.2.1"
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version = "0.3.0"
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authors = ["Lorenz Schmidt <[email protected]>"]
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description = "Collection of small datasets for Linfa"
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edition = "2018"
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license = "MIT/Apache-2.0"
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repository = "https://github.com/rust-ml/linfa"
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[dependencies]
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linfa = { version = "0.2.1", path = ".." }
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linfa = { version = "0.3.0", path = ".." }
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ndarray = { version = "0.13", default-features = false }
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ndarray-csv = "0.4"
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csv = "1.1"

‎linfa-bayes/Cargo.toml‎

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[package]
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name = "linfa-bayes"
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version = "0.1.0"
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version = "0.3.0"
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authors = ["VasanthakumarV <[email protected]>"]
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description = "Collection of Naive Bayes Algorithms"
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edition = "2018"
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[dependencies]
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ndarray = { version = "0.13" , features = ["blas", "approx"]}
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ndarray-stats = "0.3"
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linfa = { version = "0.2.1", path = ".." }
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linfa = { version = "0.3.0", path = ".." }
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[dev-dependencies]
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approx = "0.3"
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linfa = { path = ".." }
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linfa-datasets = { version = "0.2.0", path = "../datasets", features = ["winequality"] }
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linfa = { version = "0.3.0", path = ".." }
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linfa-datasets = { version = "0.3.0", path = "../datasets", features = ["winequality"] }

‎linfa-clustering/Cargo.toml‎

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[package]
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name = "linfa-clustering"
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version = "0.2.1"
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version = "0.3.0"
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edition = "2018"
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authors = [
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"Luca Palmieri <[email protected]>",
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num-traits = "0.1.32"
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rand_isaac = "0.2.0"
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linfa = { version = "0.2.1", path = ".." }
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linfa = { version = "0.3.0", path = ".." }
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partitions = "0.2.4"
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[dev-dependencies]

‎linfa-elasticnet/Cargo.toml‎

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[package]
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name = "linfa-elasticnet"
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version = "0.1.0"
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version = "0.3.0"
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authors = [
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"Paul Körbitz / Google <[email protected]>",
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"Lorenz Schmidt <[email protected]>"
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num-traits = "0.2"
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approx = "0.3.2"
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linfa = { version = "0.2.1", path = ".." }
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linfa = { version = "0.3.0", path = ".." }
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[dev-dependencies]
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linfa-datasets = { version = "0.2.1", path = "../datasets", features = ["diabetes"] }
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linfa-datasets = { version = "0.3.0", path = "../datasets", features = ["diabetes"] }
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ndarray-rand = "0.11"
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rand_isaac = "0.2"

‎linfa-hierarchical/Cargo.toml‎

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[package]
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name = "linfa-hierarchical"
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version = "0.2.1"
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version = "0.3.0"
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authors = ["Lorenz Schmidt <[email protected]>"]
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edition = "2018"
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ndarray = { version = "0.13", default-features = false }
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kodama = "0.2"
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linfa = { version = "0.2.1", path = ".." }
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linfa-kernel = { version = "0.2.1", path = "../linfa-kernel" }
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linfa = { version = "0.3.0", path = ".." }
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linfa-kernel = { version = "0.3.0", path = "../linfa-kernel" }
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[dev-dependencies]
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rand = "0.7"
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ndarray-rand = "0.11"
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linfa-datasets = { version = "0.2.1", path = "../datasets", features = ["iris"] }
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linfa-datasets = { version = "0.3.0", path = "../datasets", features = ["iris"] }

‎linfa-ica/Cargo.toml‎

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[package]
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name = "linfa-ica"
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version = "0.2.1"
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version = "0.3.0"
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authors = ["VasanthakumarV <[email protected]>"]
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description = "A collection of Independent Component Analysis (ICA) algorithms"
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edition = "2018"
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num-traits = "0.2"
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rand_isaac = "0.2.0"
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linfa = { version = "0.2.1", path = ".." }
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linfa = { version = "0.3.0", path = ".." }
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[dev-dependencies]
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ndarray-npy = { version = "0.5", default-features = false }

‎linfa-kernel/Cargo.toml‎

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[package]
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name = "linfa-kernel"
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version = "0.2.1"
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version = "0.3.0"
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authors = ["Lorenz Schmidt <[email protected]>"]
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description = "Kernel methods for non-linear algorithms"
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edition = "2018"
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hnsw = "0.6"
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space = "0.10"
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linfa = { version = "0.2.1", path = ".." }
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linfa = { version = "0.3.0", path = ".." }

‎linfa-linear/Cargo.toml‎

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name = "linfa-linear"
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version = "0.2.1"
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version = "0.3.0"
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authors = [
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"Paul Körbitz / Google <[email protected]>",
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"VasanthakumarV <[email protected]>"
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argmin = {version="0.3.1", features=["ndarrayl"]}
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serde = { version = "1.0", default-features = false, features = ["derive"] }
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linfa = { version = "0.2.1", path = ".." }
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linfa = { version = "0.3.0", path = ".." }
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[dev-dependencies]
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linfa-datasets = { version = "0.2.1", path = "../datasets", features = ["diabetes"] }
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linfa-datasets = { version = "0.3.0", path = "../datasets", features = ["diabetes"] }
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approx = "0.3.2"

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