Code report for W3D5_Tutorial1
Code report for W3D5_Tutorial1.ipynb
====================================
Quality (pyflakes)
------------------
Total code issues: 22
Cell 1, Line 4: f-string is missing placeholders
Cell 3, Line 8: 'torch.optim' imported but unused
Cell 4, Line 10: redefinition of unused 'random' from line 16
Cell 4, Line 11: redefinition of unused 'torch' from line 15
Cell 7, Line 7: redefinition of unused 'os' from line 14
Cell 7, Line 34: 'from utils import *' used; unable to detect undefined names
Cell 7, Line 36: 'MCTS.MCTS' imported but unused
Cell 7, Line 37: 'NeuralNet.NeuralNet' imported but unused
Cell 8, Line 1: 'dotdict' may be undefined, or defined from star imports: utils
Cell 9, Line 13: f-string is missing placeholders
Cell 9, Line 15: 'display' may be undefined, or defined from star imports: utils
Cell 9, Line 20: f-string is missing placeholders
Cell 9, Line 22: 'display' may be undefined, or defined from star imports: utils
Cell 9, Line 31: 'display' may be undefined, or defined from star imports: utils
Cell 10, Line 13: f-string is missing placeholders
Cell 10, Line 15: 'display' may be undefined, or defined from star imports: utils
Cell 10, Line 20: f-string is missing placeholders
Cell 10, Line 22: 'display' may be undefined, or defined from star imports: utils
Cell 10, Line 31: 'display' may be undefined, or defined from star imports: utils
Cell 14, Line 31: local variable 'valids' is assigned to but never used
Cell 14, Line 35: local variable 'prob' is assigned to but never used
Cell 15, Line 2: redefinition of unused 'RandomPlayer' from line 448
Style (pycodestyle)
-------------------
Total PEP8 violations: 76
Common problems:
- 21 instances of E402 (module level import not at top of file)
- 10 instances of E226 (missing whitespace around arithmetic operator)
- 6 instances of E225 (missing whitespace around operator)
- 4 instances of E266 (too many leading '#' for block comment)
- 3 instances of E302 (expected 2 blank lines, found 0)
- 2 instances of E302 (expected 2 blank lines, found 1)
- 2 instances of E501 (line too long (95 > 88 characters))
- 2 instances of E128 (continuation line under-indented for visual indent)
- 2 instances of E305 (expected 2 blank lines after class or function definition, found 0)
- 2 instances of E301 (expected 1 blank line, found 0)
---
Code report for W3D5_Tutorial2
Code report for W3D5_Tutorial2.ipynb
====================================
Quality (pyflakes)
------------------
Total code issues: 25
Cell 1, Line 4: f-string is missing placeholders
Cell 4, Line 10: redefinition of unused 'random' from line 17
Cell 4, Line 11: redefinition of unused 'torch' from line 16
Cell 7, Line 7: redefinition of unused 'os' from line 14
Cell 7, Line 34: 'from utils import *' used; unable to detect undefined names
Cell 8, Line 67: 'board' may be undefined, or defined from star imports: utils
Cell 8, Line 68: 'board' may be undefined, or defined from star imports: utils
Cell 9, Line 1: 'dotdict' may be undefined, or defined from star imports: utils
Cell 10, Line 13: f-string is missing placeholders
Cell 10, Line 15: 'display' may be undefined, or defined from star imports: utils
Cell 10, Line 20: f-string is missing placeholders
Cell 10, Line 22: 'display' may be undefined, or defined from star imports: utils
Cell 10, Line 31: 'display' may be undefined, or defined from star imports: utils
Cell 13, Line 78: local variable 'pi' is assigned to but never used
Cell 13, Line 79: local variable 'v' is assigned to but never used
Cell 14, Line 2: redefinition of unused 'OthelloNNet' from line 462
Cell 15, Line 84: local variable 'start' is assigned to but never used
Cell 16, Line 2: redefinition of unused 'ValueNetwork' from line 641
Cell 16, Line 78: local variable 'start' is assigned to but never used
Cell 18, Line 13: f-string is missing placeholders
Cell 18, Line 15: 'display' may be undefined, or defined from star imports: utils
Cell 18, Line 20: f-string is missing placeholders
Cell 18, Line 22: 'display' may be undefined, or defined from star imports: utils
Cell 18, Line 31: 'display' may be undefined, or defined from star imports: utils
Cell 20, Line 56: local variable 'value' is assigned to but never used
Style (pycodestyle)
-------------------
Total PEP8 violations: 140
Common problems:
- 25 instances of E402 (module level import not at top of file)
- 15 instances of E266 (too many leading '#' for block comment)
- 9 instances of E226 (missing whitespace around arithmetic operator)
- 8 instances of E302 (expected 2 blank lines, found 0)
- 6 instances of E225 (missing whitespace around operator)
- 4 instances of E501 (line too long (101 > 88 characters))
- 4 instances of E501 (line too long (112 > 88 characters))
- 4 instances of E501 (line too long (120 > 88 characters))
- 4 instances of E501 (line too long (108 > 88 characters))
- 3 instances of E302 (expected 2 blank lines, found 1)
---
Code report for W3D5_Tutorial3
Code report for W3D5_Tutorial3.ipynb
====================================
Quality (pyflakes)
------------------
Total code issues: 28
Cell 1, Line 4: f-string is missing placeholders
Cell 4, Line 10: redefinition of unused 'random' from line 17
Cell 4, Line 11: redefinition of unused 'torch' from line 16
Cell 7, Line 7: redefinition of unused 'os' from line 14
Cell 7, Line 34: 'from utils import *' used; unable to detect undefined names
Cell 8, Line 67: 'board' may be undefined, or defined from star imports: utils
Cell 8, Line 68: 'board' may be undefined, or defined from star imports: utils
Cell 8, Line 437: local variable 'start' is assigned to but never used
Cell 9, Line 1: 'dotdict' may be undefined, or defined from star imports: utils
Cell 11, Line 13: f-string is missing placeholders
Cell 11, Line 15: 'display' may be undefined, or defined from star imports: utils
Cell 11, Line 20: f-string is missing placeholders
Cell 11, Line 22: 'display' may be undefined, or defined from star imports: utils
Cell 11, Line 31: 'display' may be undefined, or defined from star imports: utils
Cell 12, Line 85: local variable 'start' is assigned to but never used
Cell 13, Line 2: redefinition of unused 'PolicyNetwork' from line 765
Cell 13, Line 79: local variable 'start' is assigned to but never used
Cell 15, Line 13: f-string is missing placeholders
Cell 15, Line 15: 'display' may be undefined, or defined from star imports: utils
Cell 15, Line 20: f-string is missing placeholders
Cell 15, Line 22: 'display' may be undefined, or defined from star imports: utils
Cell 15, Line 31: 'display' may be undefined, or defined from star imports: utils
Cell 17, Line 48: local variable 'action_probs' is assigned to but never used
Cell 26, Line 13: f-string is missing placeholders
Cell 26, Line 15: 'display' may be undefined, or defined from star imports: utils
Cell 26, Line 20: f-string is missing placeholders
Cell 26, Line 22: 'display' may be undefined, or defined from star imports: utils
Cell 26, Line 31: 'display' may be undefined, or defined from star imports: utils
Style (pycodestyle)
-------------------
Total PEP8 violations: 150
Common problems:
- 26 instances of E402 (module level import not at top of file)
- 13 instances of E226 (missing whitespace around arithmetic operator)
- 13 instances of E266 (too many leading '#' for block comment)
- 8 instances of E231 (missing whitespace after ',')
- 7 instances of E302 (expected 2 blank lines, found 1)
- 7 instances of E225 (missing whitespace around operator)
- 5 instances of E302 (expected 2 blank lines, found 0)
- 4 instances of E501 (line too long (101 > 88 characters))
- 4 instances of E501 (line too long (107 > 88 characters))
- 3 instances of E261 (at least two spaces before inline comment)
---
Code report for W3D5_Tutorial4
Code report for W3D5_Tutorial4.ipynb
====================================
Quality (pyflakes)
------------------
Total code issues: 54
Cell 1, Line 4: f-string is missing placeholders
Cell 4, Line 10: redefinition of unused 'random' from line 18
Cell 4, Line 11: redefinition of unused 'torch' from line 17
Cell 7, Line 7: redefinition of unused 'os' from line 14
Cell 7, Line 34: 'from utils import *' used; unable to detect undefined names
Cell 8, Line 67: 'board' may be undefined, or defined from star imports: utils
Cell 8, Line 68: 'board' may be undefined, or defined from star imports: utils
Cell 8, Line 437: local variable 'start' is assigned to but never used
Cell 8, Line 644: local variable 'start' is assigned to but never used
Cell 9, Line 1: 'dotdict' may be undefined, or defined from star imports: utils
Cell 10, Line 22: 'loadTrainExamples' may be undefined, or defined from star imports: utils
Cell 11, Line 13: f-string is missing placeholders
Cell 11, Line 15: 'display' may be undefined, or defined from star imports: utils
Cell 11, Line 20: f-string is missing placeholders
Cell 11, Line 22: 'display' may be undefined, or defined from star imports: utils
Cell 11, Line 31: 'display' may be undefined, or defined from star imports: utils
Cell 12, Line 45: local variable 'init_start_state' is assigned to but never used
Cell 12, Line 47: local variable 'isfirstAction' is assigned to but never used
Cell 12, Line 81: local variable 'a' is assigned to but never used
Cell 13, Line 2: redefinition of unused 'MonteCarlo' from line 965
Cell 13, Line 46: local variable 'init_start_state' is assigned to but never used
Cell 13, Line 48: local variable 'isfirstAction' is assigned to but never used
Cell 14, Line 13: f-string is missing placeholders
Cell 14, Line 15: 'display' may be undefined, or defined from star imports: utils
Cell 14, Line 20: f-string is missing placeholders
Cell 14, Line 22: 'display' may be undefined, or defined from star imports: utils
Cell 14, Line 31: 'display' may be undefined, or defined from star imports: utils
Cell 16, Line 49: local variable 's' is assigned to but never used
Cell 16, Line 71: local variable 'top_k_actions' is assigned to but never used
Cell 16, Line 82: local variable 'next_s' is assigned to but never used
Cell 16, Line 136: 'dotdict' may be undefined, or defined from star imports: utils
Cell 17, Line 2: redefinition of unused 'MonteCarloBasedPlayer' from line 1178
Cell 17, Line 45: local variable 's' is assigned to but never used
Cell 17, Line 125: 'dotdict' may be undefined, or defined from star imports: utils
Cell 20, Line 13: f-string is missing placeholders
Cell 20, Line 15: 'display' may be undefined, or defined from star imports: utils
Cell 20, Line 20: f-string is missing placeholders
Cell 20, Line 22: 'display' may be undefined, or defined from star imports: utils
Cell 20, Line 31: 'display' may be undefined, or defined from star imports: utils
Cell 22, Line 13: f-string is missing placeholders
Cell 22, Line 15: 'display' may be undefined, or defined from star imports: utils
Cell 22, Line 20: f-string is missing placeholders
Cell 22, Line 22: 'display' may be undefined, or defined from star imports: utils
Cell 22, Line 31: 'display' may be undefined, or defined from star imports: utils
Cell 23, Line 1: redefinition of unused 'MCTS' from line 152
Cell 24, Line 2: redefinition of unused 'MCTS' from line 1554
Cell 25, Line 13: f-string is missing placeholders
Cell 25, Line 15: 'display' may be undefined, or defined from star imports: utils
Cell 25, Line 20: f-string is missing placeholders
Cell 25, Line 22: 'display' may be undefined, or defined from star imports: utils
Cell 25, Line 31: 'display' may be undefined, or defined from star imports: utils
Cell 27, Line 101: 'dotdict' may be undefined, or defined from star imports: utils
Cell 28, Line 2: redefinition of unused 'MonteCarloTreeSearchBasedPlayer' from line 1835
Cell 28, Line 89: 'dotdict' may be undefined, or defined from star imports: utils
Style (pycodestyle)
-------------------
Total PEP8 violations: 209
Common problems:
- 30 instances of E402 (module level import not at top of file)
- 19 instances of E266 (too many leading '#' for block comment)
- 16 instances of E226 (missing whitespace around arithmetic operator)
- 11 instances of E225 (missing whitespace around operator)
- 11 instances of E501 (line too long (101 > 88 characters))
- 9 instances of E302 (expected 2 blank lines, found 1)
- 8 instances of E302 (expected 2 blank lines, found 0)
- 8 instances of E231 (missing whitespace after ',')
- 7 instances of E231 (missing whitespace after ':')
- 6 instances of E501 (line too long (90 > 88 characters))
---