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370 symbols 1,447 edges 34 files 260 documented · 70% ● updated 4y ago★ 1,6144 open issues

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⨍ Functions 339◇ Types & classes 31

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Extension points exported contracts — how you extend this code

Model (Interface)

Model is an interface that can Train based on a 2D array of data (called x) and an array (y) of solution data. Model tra [8 …

base/model.go

Tokenizer (Interface)

Tokenizer accepts a sentence as input and breaks it down into a slice of tokens [1 implementers]

text/bayes.go

DistanceMeasure (FuncType)

DistanceMeasure is any function that maps two vectors of float64s to a float64. Used for vector distance calculations

base/distance.go

Ascendable (Interface)

Ascendable is an interface that can be used with batch gradient descent where the parameter vector theta is in one dimen [3 …

base/model.go

StochasticAscendable (Interface)

StochasticAscendable is an interface that can be used with stochastic gradient descent where the parameter vector theta [3 …

base/model.go

OnlineModel (Interface)

OnlineModel differs from Model because the learning can take place in a goroutine because the data is passed through a c [1 …

base/model.go

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Core symbols most depended-on inside this repo

↓ 13 filesNormalizePoint

NormalizePoint is the same as Normalize, but it only operates on one singular datapoint, normalizing it's value to unit length.

base/munge.go

↓ 8 filesModel

Model is an interface that can Train based on a 2D array of data (called x) and an array (y) of solution data. Model trains in a …

base/model.go

↓ 6 filesNormalize

Normalize takes in an array of arrays of inputs as well as the corresponding array of solutions and normalizes each 'row' of data …

base/munge.go

↓ 5 filesSaveDataToCSV

SaveDataToCSV takes in a absolute filepath, as well as a 2D array of 'X' values and a 1D array of 'Y', or expected values, …

base/data.go

↓ 4 filesStochasticAscendable

StochasticAscendable is an interface that can be used with stochastic gradient descent where the parameter vector theta is in one …

base/model.go

↓ 4 filesAscendable

Ascendable is an interface that can be used with batch gradient descent where the parameter vector theta is in one dimension only …

base/model.go

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Shape

Function 198

Method 141

Struct 21

Interface 6

TypeAlias 3

FuncType 1

Languages

Go100%

Modules by API surface

base/model.go30 symbols

linear/logistic_test.go25 symbols

text/bayes.go23 symbols

linear/linear_test.go21 symbols

linear/softmax_test.go20 symbols

cluster/kmeans.go18 symbols

linear/softmax.go17 symbols

linear/linear.go17 symbols

linear/logistic.go16 symbols

cluster/triangle_kmeans.go16 symbols

linear/local_linear.go13 symbols

perceptron/kernel_perceptron_test.go12 symbols

For agents

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

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github.com/cdipaolo/goml @main

Extension points exported contracts — how you extend this code

Core symbols most depended-on inside this repo

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Modules by API surface

For agents

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