skpro.workflow.table package

Submodules

skpro.workflow.table.table module

class skpro.workflow.table.table.IdModifier(start_with=1)

Bases: skpro.workflow.table.table.Modifier

Parameters:start_with (int, default=1) – Offset in ID count

modify(raw, headers)

Modifies a raw table

Parameters:

• raw –
• headers –

Returns:

Return type:

Modified raw, headers

class skpro.workflow.table.table.Modifier

Bases: object

Abstract modifier baseclass

modify(raw, headers)

Modifies a raw table

Parameters:

• raw –
• headers –

Returns:

Return type:

Modified raw, headers

class skpro.workflow.table.table.RankModifier(vertical='score', horizontal='score', aggregate=False, visible=False)

Bases: skpro.workflow.table.table.Modifier

Rank modifier

Parameters:

• vertical –
• horizontal –
• aggregate –
• visible –

modify(raw, headers)

Modifies a raw table

Parameters:

• raw –
• headers –

Returns:

Return type:

Modified raw, headers

class skpro.workflow.table.table.SortModifier(key=None, reverse=False)

Bases: skpro.workflow.table.table.Modifier

Parameters:

• key –
• reverse –

modify(raw, headers)

Modifies a raw table

Parameters:

• raw –
• headers –

Returns:

Return type:

Modified raw, headers

class skpro.workflow.table.table.Table(tasks=None, modifiers=None)

Bases: object

Parameters:

• tasks –
• modifiers –

add(controller, view)

Add controllers

Parameters:

• controller –
• view –

cv(data, loss_func, tune=False, cv=None, optimizer=None, display_tuning=False, with_ranks=True)

Parameters:

• data –
• loss_func –
• tune –
• cv –
• with_tuning –
• with_ranks –

info(with_group=False)

Parameters:with_group –

modify(modifier)

print(models, fmt='pipe', with_headers=True, raw=False, return_only=False, verbose=1, debug=False)

Print table

Parameters:

• models –
• fmt (string or list) – None, ‘pipe’, ‘latex’
• with_headers –
• raw –
• return_only –
• verbose –
• debug –

render(models, verbose=0, debug=False)

Render table

Parameters:

• models –
• verbose –
• debug –

skpro.workflow.table.table.filter_modifier(modifier)

Module contents