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feat: Reproduce Figure 5 from arXiv:2104.02727 (Quantum Reservoir Computing) #93

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feat: reproduce figure 5 from arxiv:2104.02727

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feat: Reproduce Figure 5 from arXiv:2104.02727 (Quantum Reservoir Computing) #93

feat: reproduce figure 5 from arxiv:2104.02727
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SonarQubeCloud / SonarCloud Code Analysis succeeded Mar 8, 2026 in 51s

Quality Gate passed

Issues
20 New issues
0 Accepted issues

Measures
0 Security Hotspots
0.0% Coverage on New Code
0.0% Duplication on New Code

See analysis details on SonarQube Cloud

Annotations

Check warning on line 144 in examples/reproduce_papers/2021_reservoir_learning/main.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Rename function "measure_X" to match the regular expression ^[a-z_][a-z0-9_]*$. 

See more on https://sonarcloud.io/project/issues?id=tensorcircuit_tensorcircuit-ng&issues=AZzNRGHAUmlHWqwL6TeF&open=AZzNRGHAUmlHWqwL6TeF&pullRequest=93

Check warning on line 238 in examples/reproduce_papers/2021_reservoir_learning/main.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Rename this local variable "S_pred" to match the regular expression ^[_a-z][a-z0-9_]*$. 

See more on https://sonarcloud.io/project/issues?id=tensorcircuit_tensorcircuit-ng&issues=AZzNRGHAUmlHWqwL6TeI&open=AZzNRGHAUmlHWqwL6TeI&pullRequest=93

Check warning on line 205 in examples/reproduce_papers/2021_reservoir_learning/main.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Rename this local variable "S_k_flat" to match the regular expression ^[_a-z][a-z0-9_]*$. 

See more on https://sonarcloud.io/project/issues?id=tensorcircuit_tensorcircuit-ng&issues=AZzNRGHAUmlHWqwL6TeG&open=AZzNRGHAUmlHWqwL6TeG&pullRequest=93

Check warning on line 166 in examples/reproduce_papers/2021_reservoir_learning/main.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Rename this parameter "W" to match the regular expression ^[_a-z][a-z0-9_]*$. 

See more on https://sonarcloud.io/project/issues?id=tensorcircuit_tensorcircuit-ng&issues=AZzNRGHAUmlHWqwL6TeL&open=AZzNRGHAUmlHWqwL6TeL&pullRequest=93

Check warning on line 80 in examples/reproduce_papers/2021_reservoir_learning/main.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Rename this local variable "J_ij" to match the regular expression ^[_a-z][a-z0-9_]*$. 

See more on https://sonarcloud.io/project/issues?id=tensorcircuit_tensorcircuit-ng&issues=AZzNRGHAUmlHWqwL6Td_&open=AZzNRGHAUmlHWqwL6Td_&pullRequest=93

Check warning on line 63 in examples/reproduce_papers/2021_reservoir_learning/main.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Rename this local variable "F_min" to match the regular expression ^[_a-z][a-z0-9_]*$. 

See more on https://sonarcloud.io/project/issues?id=tensorcircuit_tensorcircuit-ng&issues=AZzNRGHAUmlHWqwL6Td7&open=AZzNRGHAUmlHWqwL6Td7&pullRequest=93

Check warning on line 245 in examples/reproduce_papers/2021_reservoir_learning/main.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Use a "numpy.random.Generator" here instead of this legacy function. 

See more on https://sonarcloud.io/project/issues?id=tensorcircuit_tensorcircuit-ng&issues=AZzNRGHAUmlHWqwL6TeN&open=AZzNRGHAUmlHWqwL6TeN&pullRequest=93

Check warning on line 176 in examples/reproduce_papers/2021_reservoir_learning/main.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Rename this local variable "U_dag" to match the regular expression ^[_a-z][a-z0-9_]*$. 

See more on https://sonarcloud.io/project/issues?id=tensorcircuit_tensorcircuit-ng&issues=AZzNRGHAUmlHWqwL6TeK&open=AZzNRGHAUmlHWqwL6TeK&pullRequest=93

Check warning on line 64 in examples/reproduce_papers/2021_reservoir_learning/main.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Rename this local variable "F_max" to match the regular expression ^[_a-z][a-z0-9_]*$. 

See more on https://sonarcloud.io/project/issues?id=tensorcircuit_tensorcircuit-ng&issues=AZzNRGHAUmlHWqwL6Td6&open=AZzNRGHAUmlHWqwL6Td6&pullRequest=93

Check warning on line 106 in examples/reproduce_papers/2021_reservoir_learning/main.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Rename this parameter "H" to match the regular expression ^[_a-z][a-z0-9_]*$. 

See more on https://sonarcloud.io/project/issues?id=tensorcircuit_tensorcircuit-ng&issues=AZzNRGHAUmlHWqwL6TeC&open=AZzNRGHAUmlHWqwL6TeC&pullRequest=93

Check failure on line 70 in examples/reproduce_papers/2021_reservoir_learning/main.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Refactor this function to reduce its Cognitive Complexity from 19 to the 15 allowed. 

See more on https://sonarcloud.io/project/issues?id=tensorcircuit_tensorcircuit-ng&issues=AZzNRGHAUmlHWqwL6TeB&open=AZzNRGHAUmlHWqwL6TeB&pullRequest=93

Check warning on line 149 in examples/reproduce_papers/2021_reservoir_learning/main.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Rename this local variable "I_matrix" to match the regular expression ^[_a-z][a-z0-9_]*$. 

See more on https://sonarcloud.io/project/issues?id=tensorcircuit_tensorcircuit-ng&issues=AZzNRGHAUmlHWqwL6TeD&open=AZzNRGHAUmlHWqwL6TeD&pullRequest=93

Check warning on line 148 in examples/reproduce_papers/2021_reservoir_learning/main.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Rename this local variable "X_matrix" to match the regular expression ^[_a-z][a-z0-9_]*$. 

See more on https://sonarcloud.io/project/issues?id=tensorcircuit_tensorcircuit-ng&issues=AZzNRGHAUmlHWqwL6TeE&open=AZzNRGHAUmlHWqwL6TeE&pullRequest=93

Check warning on line 60 in examples/reproduce_papers/2021_reservoir_learning/main.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Rename this local variable "F_seq" to match the regular expression ^[_a-z][a-z0-9_]*$. 

See more on https://sonarcloud.io/project/issues?id=tensorcircuit_tensorcircuit-ng&issues=AZzNRGHAUmlHWqwL6Td8&open=AZzNRGHAUmlHWqwL6Td8&pullRequest=93

Check warning on line 171 in examples/reproduce_papers/2021_reservoir_learning/main.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Use a "numpy.random.Generator" here instead of this legacy function. 

See more on https://sonarcloud.io/project/issues?id=tensorcircuit_tensorcircuit-ng&issues=AZzNRGHAUmlHWqwL6TeM&open=AZzNRGHAUmlHWqwL6TeM&pullRequest=93

Check warning on line 70 in examples/reproduce_papers/2021_reservoir_learning/main.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Remove the unused function parameter "W". 

See more on https://sonarcloud.io/project/issues?id=tensorcircuit_tensorcircuit-ng&issues=AZzNRGHAUmlHWqwL6Td-&open=AZzNRGHAUmlHWqwL6Td-&pullRequest=93

Check warning on line 54 in examples/reproduce_papers/2021_reservoir_learning/main.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Use a "numpy.random.Generator" here instead of this legacy function. 

See more on https://sonarcloud.io/project/issues?id=tensorcircuit_tensorcircuit-ng&issues=AZzNRGHAUmlHWqwL6Td9&open=AZzNRGHAUmlHWqwL6Td9&pullRequest=93

Check warning on line 198 in examples/reproduce_papers/2021_reservoir_learning/main.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Rename this local variable "S_k_v" to match the regular expression ^[_a-z][a-z0-9_]*$. 

See more on https://sonarcloud.io/project/issues?id=tensorcircuit_tensorcircuit-ng&issues=AZzNRGHAUmlHWqwL6TeH&open=AZzNRGHAUmlHWqwL6TeH&pullRequest=93

Check warning on line 70 in examples/reproduce_papers/2021_reservoir_learning/main.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Rename this parameter "W" to match the regular expression ^[_a-z][a-z0-9_]*$. 

See more on https://sonarcloud.io/project/issues?id=tensorcircuit_tensorcircuit-ng&issues=AZzNRGHAUmlHWqwL6TeA&open=AZzNRGHAUmlHWqwL6TeA&pullRequest=93

Check warning on line 182 in examples/reproduce_papers/2021_reservoir_learning/main.py

See this annotation in the file changed.

@sonarqubecloud sonarqubecloud / SonarCloud Code Analysis

Rename this local variable "S_train" to match the regular expression ^[_a-z][a-z0-9_]*$. 

See more on https://sonarcloud.io/project/issues?id=tensorcircuit_tensorcircuit-ng&issues=AZzNRGHAUmlHWqwL6TeJ&open=AZzNRGHAUmlHWqwL6TeJ&pullRequest=93
View more details on SonarQubeCloud