16502811447

Committed 24 Jul 2025 04:44PM UTC coverage: 97.767% (+0.1%) from 97.651%

Build # 16502811447

Build Type

push

github

Committed by

web-flow

Commit Message

New version 1.5.0

This pull request introduces version 1.5.0 of **nnodely**, featuring several updates:
1. Improved clarity of documentation and examples.
2. Support for managing multi-dataset features is now available.
3. DataFrames can now be used to create datasets.
4. Datasets can now be resampled.
5. Random data training has been fixed for both classic and recurrent training.
6. The `state` variable has been removed.
7. It is now possible to add or remove a connection or a closed loop.
8. Partial models can now be exported.
9. The `train` function and the result analysis have been separated.
10. A new function, `trainAndAnalyse`, is now available.
11. The report now works across all network types.
12. The training function code has been reorganized.

Run Details

2901 of 2967 new or added lines in 53 files covered. (97.78%)

16 existing lines in 6 files now uncovered.

12652 of 12941 relevant lines covered (97.77%)

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Source File
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93.75

/nnodely/__init__.py

import sys
import logging

# Network input, outputs and parameters
from nnodely.layers.input import Input, Connect, ClosedLoop
from nnodely.layers.parameter import Parameter, Constant, SampleTime
from nnodely.layers.output import Output

# Network elements
from nnodely.layers.activation import Relu, ELU, Softmax, Sigmoid, Identity
from nnodely.layers.fir import Fir
from nnodely.layers.linear import Linear
from nnodely.layers.arithmetic import Add, Sum, Sub, Mul, Div, Pow, Neg, Sign
from nnodely.layers.trigonometric import Sin, Cos, Tan, Cosh, Tanh, Sech
from nnodely.layers.parametricfunction import ParamFun
from nnodely.layers.fuzzify import Fuzzify
from nnodely.layers.part import Part, Select, Concatenate, SamplePart, SampleSelect, TimePart, TimeConcatenate
from nnodely.layers.localmodel import LocalModel
from nnodely.layers.equationlearner import EquationLearner
from nnodely.layers.timeoperation import Integrate, Derivate
from nnodely.layers.interpolation import Interpolation

# Main nnodely classes
from nnodely.nnodely import nnodely, Modely, clearNames
from nnodely.visualizer import TextVisualizer, MPLVisualizer, MPLNotebookVisualizer
from nnodely.exporter import StandardExporter

# Basic nnodely
from nnodely.basic.optimizer import Optimizer, SGD, Adam

# Support functions
from nnodely.support.initializer import init_negexp, init_lin, init_constant, init_exp
from nnodely.support import logger

major, minor = sys.version_info.major, sys.version_info.minor
logger.LOG_LEVEL = logging.INFO

__version__ = '1.5.0'

if major < 3:
    sys.exit("Sorry, Python 2 is not supported. You need Python >= 3.10 for "+__package__+".")
elif minor < 9:
    sys.exit("Sorry, You need Python >= 3.10 for "+__package__+".")
else:
    print('>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>' +
          f' {__package__}_v{__version__} '.center(20, '-') +
          '<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<')


__all__ = [
    'nnodely', 'Modely', 'clearNames',
    'Input', 'Connect', 'ClosedLoop',
    'Parameter', 'Constant', 'SampleTime',
    'Output',
    'Relu', 'ELU', 'Softmax', 'Sigmoid', 'Identity',
    'Fir',
    'Linear',
    'Add', 'Sum', 'Sub', 'Mul', 'Div', 'Pow', 'Neg', 'Sign',
    'Sin', 'Cos', 'Tan', 'Cosh', 'Tanh', 'Sech',
    'ParamFun',
    'Fuzzify',
    'Part',  'Select',  'Concatenate',
    'SamplePart',  'SampleSelect',
    'TimePart',  'TimeConcatenate',
    'LocalModel',
    'EquationLearner',
    'Integrate',  'Derivate',
    'Interpolation',
    'TextVisualizer', 'MPLVisualizer', 'MPLNotebookVisualizer',
    'StandardExporter',
    'SGD', 'Adam', 'Optimizer',
    'init_negexp', 'init_lin', 'init_constant', 'init_exp',
    # Main nnodely classes
    '__version__'
]

1	import sys	1✔
2	import logging	1✔
3
4	# Network input, outputs and parameters
5	from nnodely.layers.input import Input, Connect, ClosedLoop	1✔
6	from nnodely.layers.parameter import Parameter, Constant, SampleTime	1✔
7	from nnodely.layers.output import Output	1✔
8
9	# Network elements
10	from nnodely.layers.activation import Relu, ELU, Softmax, Sigmoid, Identity	1✔
11	from nnodely.layers.fir import Fir	1✔
12	from nnodely.layers.linear import Linear	1✔
13	from nnodely.layers.arithmetic import Add, Sum, Sub, Mul, Div, Pow, Neg, Sign	1✔
14	from nnodely.layers.trigonometric import Sin, Cos, Tan, Cosh, Tanh, Sech	1✔
15	from nnodely.layers.parametricfunction import ParamFun	1✔
16	from nnodely.layers.fuzzify import Fuzzify	1✔
17	from nnodely.layers.part import Part, Select, Concatenate, SamplePart, SampleSelect, TimePart, TimeConcatenate	1✔
18	from nnodely.layers.localmodel import LocalModel	1✔
19	from nnodely.layers.equationlearner import EquationLearner	1✔
20	from nnodely.layers.timeoperation import Integrate, Derivate	1✔
21	from nnodely.layers.interpolation import Interpolation	1✔
22
23	# Main nnodely classes
24	from nnodely.nnodely import nnodely, Modely, clearNames	1✔
25	from nnodely.visualizer import TextVisualizer, MPLVisualizer, MPLNotebookVisualizer	1✔
26	from nnodely.exporter import StandardExporter	1✔
27
28	# Basic nnodely
29	from nnodely.basic.optimizer import Optimizer, SGD, Adam	1✔
30
31	# Support functions
32	from nnodely.support.initializer import init_negexp, init_lin, init_constant, init_exp	1✔
33	from nnodely.support import logger	1✔
34
35	major, minor = sys.version_info.major, sys.version_info.minor	1✔
36	logger.LOG_LEVEL = logging.INFO	1✔
37
38	__version__ = '1.5.0'	1✔
39
40	if major < 3:	1✔
NEW 41	sys.exit("Sorry, Python 2 is not supported. You need Python >= 3.10 for "+__package__+".")	×
42	elif minor < 9:	1✔
NEW 43	sys.exit("Sorry, You need Python >= 3.10 for "+__package__+".")	×
44	else:
45	print('>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>' +	1✔
46	f' {__package__}_v{__version__} '.center(20, '-') +
47	'<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<')
48
49
50	__all__ = [	1✔
51	'nnodely', 'Modely', 'clearNames',
52	'Input', 'Connect', 'ClosedLoop',
53	'Parameter', 'Constant', 'SampleTime',
54	'Output',
55	'Relu', 'ELU', 'Softmax', 'Sigmoid', 'Identity',
56	'Fir',
57	'Linear',
58	'Add', 'Sum', 'Sub', 'Mul', 'Div', 'Pow', 'Neg', 'Sign',
59	'Sin', 'Cos', 'Tan', 'Cosh', 'Tanh', 'Sech',
60	'ParamFun',
61	'Fuzzify',
62	'Part', 'Select', 'Concatenate',
63	'SamplePart', 'SampleSelect',
64	'TimePart', 'TimeConcatenate',
65	'LocalModel',
66	'EquationLearner',
67	'Integrate', 'Derivate',
68	'Interpolation',
69	'TextVisualizer', 'MPLVisualizer', 'MPLNotebookVisualizer',
70	'StandardExporter',
71	'SGD', 'Adam', 'Optimizer',
72	'init_negexp', 'init_lin', 'init_constant', 'init_exp',
73	# Main nnodely classes
74	'__version__'
75	]

tonegas / nnodely / 16502811447

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