Feature q

[qle2]

My final commits and changes are on May 29, 2020.

In this commit, I:

• Resolve Issue #37 by storing random seed in self in models.py

• Finalized my naming scheme from Issue #30 located in name.py and adapt it to regressor.py and models.py

• Add checkpoint and DeltaYStopper callbacks to regressor.py to resolve Issue #32

• Made some variable changes to main.py to for testing purposes.

• Add pandas_flavor to mlapp.yml to resolve a closed issue

• Add SVR to list of models that need data normalization in features.py and main.py

• Temporarily made test_regressor.py and test_models.py less regid since I made some changes to regressor.py and models.py . I think we should keep it that way since @Dlux804 will also rework them in the early future.

[pep8speaks]

Hello @qle2! Thanks for updating this PR. We checked the lines you've touched for PEP 8 issues, and found:

• In the file core/analysis.py:

Line 156:26: E261 at least two spaces before inline comment

• In the file core/features.py:

Line 124:1: W391 blank line at end of file

• In the file core/grid.py:

Line 56:79: E261 at least two spaces before inline comment Line 56:80: E262 inline comment should start with '# ' Line 56:80: E501 line too long (95 > 79 characters) Line 58:61: E261 at least two spaces before inline comment Line 58:80: E501 line too long (95 > 79 characters) Line 59:80: E501 line too long (94 > 79 characters) Line 60:80: E501 line too long (97 > 79 characters)

• In the file core/models.py:

Line 25:80: E501 line too long (88 > 79 characters) Line 40:80: E501 line too long (111 > 79 characters) Line 43:80: E501 line too long (160 > 79 characters) Line 67:80: E501 line too long (96 > 79 characters) Line 68:74: E127 continuation line over-indented for visual indent Line 68:80: E501 line too long (112 > 79 characters) Line 69:74: E127 continuation line over-indented for visual indent Line 69:80: E501 line too long (99 > 79 characters) Line 72:80: E501 line too long (115 > 79 characters) Line 110:80: E501 line too long (102 > 79 characters) Line 125:40: W605 invalid escape sequence '\o' Line 134:80: E501 line too long (81 > 79 characters) Line 136:80: E501 line too long (91 > 79 characters) Line 145:80: E501 line too long (107 > 79 characters) Line 146:80: E501 line too long (99 > 79 characters) Line 149:80: E501 line too long (101 > 79 characters) Line 150:71: E261 at least two spaces before inline comment Line 150:80: E501 line too long (92 > 79 characters) Line 151:80: E501 line too long (89 > 79 characters) Line 158:80: E501 line too long (90 > 79 characters)

• In the file core/regressors.py:

Line 55:1: E303 too many blank lines (4) Line 55:80: E501 line too long (131 > 79 characters) Line 55:97: E251 unexpected spaces around keyword / parameter equals Line 55:99: E251 unexpected spaces around keyword / parameter equals Line 55:104: E261 at least two spaces before inline comment Line 90:80: E501 line too long (103 > 79 characters) Line 94:80: E501 line too long (116 > 79 characters) Line 94:117: W291 trailing whitespace Line 95:80: E501 line too long (117 > 79 characters) Line 95:118: W291 trailing whitespace Line 96:80: E501 line too long (117 > 79 characters) Line 96:118: W291 trailing whitespace Line 104:80: E501 line too long (80 > 79 characters)

• In the file main.py:

Line 25:80: E501 line too long (93 > 79 characters) Line 42:41: E261 at least two spaces before inline comment Line 42:80: E501 line too long (81 > 79 characters)

• In the file tests/test_regressors.py:

Line 58:1: E303 too many blank lines (3) Line 60:80: E501 line too long (107 > 79 characters) Line 65:80: E501 line too long (100 > 79 characters) Line 66:80: E501 line too long (97 > 79 characters)

Comment last updated at 2020-06-02 15:19:32 UTC