kudzu package

Subpackages

• kudzu.bin package
  • Submodules
  • kudzu.bin.my_example module
  • Module contents

Submodules

kudzu.callbacks module

class kudzu.callbacks.AccCallback(learner)

Bases: Callback

after_loss(loss)

epoch_end()

epoch_start(epoch)

fit_end()

fit_start()

class kudzu.callbacks.Callback(learner)

Bases: object

after_loss(loss)

batch_end()

batch_start(batch)

epoch_end()

epoch_start(epoch)

fit_end()

fit_start()

kudzu.data module

kudzu.example module

class kudzu.example.Example(init_value: int = 10)

Bases: object

This is an example object. Use this example for ideas on how to write doc strings, use logging, construct objects. This is not an exhaustive example but a decent start.

Parameters

init_value (int) – An integer value to initialize the object with.

get_previous_value() → int

Get the previous value.

Returns

previous_value – The previous value stored in the object.

Return type

int

get_value() → int

Get the current value.

Returns

current_value – The current value stored in the object.

Return type

int

update_value(new_value: int) → int

Save old value and set new value.

Parameters

new_value (int) – The new value to assign to the object.

Returns

old_value – The previous value stored in the object.

Return type

int

property values: Tuple[int]

Get both values stored in the object as a tuple of integers.

Returns

values – The current and old values stored in a tuple in (current_value, old_value) order.

Return type

Tuple[int]

kudzu.function module

kudzu.loss module

kudzu.optim module

class kudzu.optim.GD(lr=0.001)

Bases: Optimizer

step(func)

class kudzu.optim.Optimizer

Bases: object

step(func)

kudzu.train module

class kudzu.train.Learner(opt, loss, func, epochs)

Bases: object

set_callbacks(cblist)

train_loop(data)

Module contents

Top-level package for Kudzu.

kudzu.get_module_version()