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250 symbols 679 edges 33 files 100 documented · 40% ● updated 3y ago★ 52

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⨍ Functions 205◇ Types & classes 45

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Extension points exported contracts — how you extend this code

Model (Interface)

An interface for implementing prediction function of each model [11 implementers]

src/model/mod.rs

EvaluateArgTrait (Interface)

Trait for &Dataset &mut Dataloader > pass a dataloader will reduce the construction and enable batch p [3 implementers]

src/utils.rs

DatasetBorrowTrait (Interface)

dataset, &dataset or &mut dataset [2 implementers]

src/dataset/dataloader.rs

NdArrayMultiplyTrait (Interface)

(no doc) [4 implementers]

src/ndarray/ops.rs

NNBackPropagation (Interface)

(no doc) [5 implementers]

src/model/nn/mod.rs

RandRangeTrait (Interface)

(no doc)

src/utils.rs

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Core symbols most depended-on inside this repo

↓ 9 filesmax

non-inplace operation: max element of the specific dim

src/ndarray/utils.rs

↓ 8 filesModel

An interface for implementing prediction function of each model

src/model/mod.rs

↓ 7 filesevaluate

evaluate classification dataset data: &Dataset or &mut Dataloader > return: (correct_num, accuracy)

src/utils.rs

↓ 3 filesevaluate_regression

evaluate regression dataset data: &Dataset or &mut Dataloader > return: mean absolute error

src/utils.rs

↓ 2 filessoftmax

inplace operation: softmax the given specific dim

src/ndarray/utils.rs

↓ 2 filesmin

non-inplace operation: min element of the specific dim

src/ndarray/utils.rs

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Shape

Method 118

Function 87

Class 22

Interface 12

Enum 11

Languages

Rust100%

Modules by API surface

src/ndarray/mod.rs28 symbols

src/ndarray/utils.rs26 symbols

src/ndarray/ops.rs24 symbols

src/dataset/mod.rs23 symbols

src/model/knn.rs19 symbols

src/model/decision_tree.rs18 symbols

src/model/nn/mod.rs15 symbols

src/utils.rs13 symbols

src/model/svm.rs9 symbols

src/model/nn/linear.rs9 symbols

src/model/naive_bayes.rs8 symbols

src/dataset/dataloader.rs8 symbols

For agents

$ claude mcp add MLinRust \
  -- python -m otcore.mcp_server <graph>

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github.com/Raibows/MLinRust @main

Extension points exported contracts — how you extend this code

Core symbols most depended-on inside this repo

Shape

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Modules by API surface

For agents

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