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tech.ml.gridsearch

https://en.wikipedia.org/wiki/Sobol_sequence Used to gridsearch efficiently without getting fancy.

https://en.wikipedia.org/wiki/Sobol_sequence
Used to gridsearch efficiently without getting fancy.
raw docstring

expclj

(exp item-range)

Exponential exploration of the space.

Exponential exploration of the space.
sourceraw docstring

gridsearchclj

(gridsearch option-map & [gridsearch-start-index])

Given an option map return an infinite sequence of maps. Values in the map that are fn? are considered valid options for the gridsearch.

Given an option map return an infinite sequence of maps.  Values in the map
that are fn? are considered valid options for the gridsearch.
sourceraw docstring

linearclj

(linear item-range)

Linear search through the area.

Linear search through the area.
sourceraw docstring

make-gridsearch-fnclj

(make-gridsearch-fn target-range grid-fn)
source

map->path-value-seqclj

(map->path-value-seq data-map)

Given a map, return a path-value seq where each path is the sequence of keys to get the value.

Given a map, return a path-value seq where each path is the sequence
of keys to get the value.
sourceraw docstring

nominativeclj

(nominative label-vec)

Non-numeric data. Vector of options.

Non-numeric data.  Vector of options.
sourceraw docstring

path-item-seq->mapclj

(path-item-seq->map path-item-seq)
source

sobol-seqclj

(sobol-seq n-dims gridsearch-start-index)

Given a dimension count and optional start index, return an infinite sequence of points in the unit hypercube with coordinates in range [0-1]. :start-index - starting index. Constant time to start at any index. Returns sequence of double arrays of length n-dim.

Given a dimension count and optional start index, return an infinite sequence of
points in the unit hypercube with coordinates in range [0-1].
:start-index - starting index.  Constant time to start at any index.
Returns sequence of double arrays of length n-dim.
sourceraw docstring

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