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QInfer/python-qinfer

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Identical blocks of code found in 2 locations. Consider refactoring.
Open

        if not return_likelihood:
            if not return_normalization:
                return norm_weights
            else:
                return norm_weights, norm_scale
Severity: Major
Found in src/qinfer/smc.py and 1 other location - About 1 hr to fix
src/qinfer/smc.py on lines 377..386

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 49.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Identical blocks of code found in 2 locations. Consider refactoring.
Open

    cov = (
        # This sum is a reduction over the particle index, chosen to be
        # axis=2. Thus, the sum represents an expectation value over the
        # outer product $x . x^T$.
        #
Severity: Major
Found in src/qinfer/utils.py and 1 other location - About 1 hr to fix
src/qinfer/distributions.py on lines 373..389

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 49.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 2 locations. Consider refactoring.
Open

try:
    import sklearn
    import sklearn.metrics
    import sklearn.metrics.pairwise
except ImportError:
Severity: Major
Found in src/qinfer/metrics.py and 1 other location - About 1 hr to fix
src/qinfer/clustering.py on lines 63..76

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 49.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 2 locations. Consider refactoring.
Open

try:
    import sklearn
    import sklearn.cluster
    import sklearn.metrics
    import sklearn.metrics.pairwise
Severity: Major
Found in src/qinfer/clustering.py and 1 other location - About 1 hr to fix
src/qinfer/metrics.py on lines 56..68

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 49.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 6 locations. Consider refactoring.
Open

        results1 = [
            u.in_credible_region(test_points, level=0.9, method='hpd-hull'),
            u.in_credible_region(test_points, level=0.84, method='hpd-hull'),
            u.in_credible_region(test_points, level=0.5, method='hpd-hull'),
Severity: Major
Found in src/qinfer/tests/test_region_estimates.py and 5 other locations - About 1 hr to fix
src/qinfer/tests/test_region_estimates.py on lines 160..163
src/qinfer/tests/test_region_estimates.py on lines 183..186
src/qinfer/tests/test_region_estimates.py on lines 312..315
src/qinfer/tests/test_region_estimates.py on lines 324..327
src/qinfer/tests/test_region_estimates.py on lines 335..338

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 48.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 6 locations. Consider refactoring.
Open

        results2 = [
            u.in_credible_region(test_points, level=0.9, method='hpd-mvee'),
            u.in_credible_region(test_points, level=0.84, method='hpd-mvee'),
            u.in_credible_region(test_points, level=0.5, method='hpd-mvee'),
Severity: Major
Found in src/qinfer/tests/test_region_estimates.py and 5 other locations - About 1 hr to fix
src/qinfer/tests/test_region_estimates.py on lines 160..163
src/qinfer/tests/test_region_estimates.py on lines 172..175
src/qinfer/tests/test_region_estimates.py on lines 312..315
src/qinfer/tests/test_region_estimates.py on lines 324..327
src/qinfer/tests/test_region_estimates.py on lines 335..338

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 48.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 6 locations. Consider refactoring.
Open

        results1 = [
            u.in_credible_region(test_points, level=0.9, method='hpd-hull'),
            u.in_credible_region(test_points, level=0.84, method='hpd-hull'),
            u.in_credible_region(test_points, level=0.5, method='hpd-hull'),
Severity: Major
Found in src/qinfer/tests/test_region_estimates.py and 5 other locations - About 1 hr to fix
src/qinfer/tests/test_region_estimates.py on lines 160..163
src/qinfer/tests/test_region_estimates.py on lines 172..175
src/qinfer/tests/test_region_estimates.py on lines 183..186
src/qinfer/tests/test_region_estimates.py on lines 312..315
src/qinfer/tests/test_region_estimates.py on lines 335..338

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 48.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 6 locations. Consider refactoring.
Open

        results = [
            u.in_credible_region(test_points, level=0.9, method='pce'),
            u.in_credible_region(test_points, level=0.84, method='pce'),
            u.in_credible_region(test_points, level=0.5, method='pce'),
Severity: Major
Found in src/qinfer/tests/test_region_estimates.py and 5 other locations - About 1 hr to fix
src/qinfer/tests/test_region_estimates.py on lines 172..175
src/qinfer/tests/test_region_estimates.py on lines 183..186
src/qinfer/tests/test_region_estimates.py on lines 312..315
src/qinfer/tests/test_region_estimates.py on lines 324..327
src/qinfer/tests/test_region_estimates.py on lines 335..338

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 48.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 6 locations. Consider refactoring.
Open

        results = [
            u.in_credible_region(test_points, level=0.9, method='pce'),
            u.in_credible_region(test_points, level=0.84, method='pce'),
            u.in_credible_region(test_points, level=0.5, method='pce'),
Severity: Major
Found in src/qinfer/tests/test_region_estimates.py and 5 other locations - About 1 hr to fix
src/qinfer/tests/test_region_estimates.py on lines 160..163
src/qinfer/tests/test_region_estimates.py on lines 172..175
src/qinfer/tests/test_region_estimates.py on lines 183..186
src/qinfer/tests/test_region_estimates.py on lines 324..327
src/qinfer/tests/test_region_estimates.py on lines 335..338

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 48.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 6 locations. Consider refactoring.
Open

        results2 = [
            u.in_credible_region(test_points, level=0.9, method='hpd-mvee'),
            u.in_credible_region(test_points, level=0.84, method='hpd-mvee'),
            u.in_credible_region(test_points, level=0.5, method='hpd-mvee'),
Severity: Major
Found in src/qinfer/tests/test_region_estimates.py and 5 other locations - About 1 hr to fix
src/qinfer/tests/test_region_estimates.py on lines 160..163
src/qinfer/tests/test_region_estimates.py on lines 172..175
src/qinfer/tests/test_region_estimates.py on lines 183..186
src/qinfer/tests/test_region_estimates.py on lines 312..315
src/qinfer/tests/test_region_estimates.py on lines 324..327

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 48.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 3 locations. Consider refactoring.
Open

    def instantiate_good_values(self):
        return [-3, np.array([-54]).astype(np.float), np.array([0, -32,-1,-2]).astype(np.int)]
Severity: Major
Found in src/qinfer/tests/test_domains.py and 2 other locations - About 1 hr to fix
src/qinfer/tests/test_domains.py on lines 132..133
src/qinfer/tests/test_domains.py on lines 156..157

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 48.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 3 locations. Consider refactoring.
Open

    def instantiate_good_values(self):
        return [3, np.array([54]).astype(np.float), np.array([0, 32,1,2]).astype(np.int)]
Severity: Major
Found in src/qinfer/tests/test_domains.py and 2 other locations - About 1 hr to fix
src/qinfer/tests/test_domains.py on lines 144..145
src/qinfer/tests/test_domains.py on lines 156..157

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 48.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 3 locations. Consider refactoring.
Open

    def instantiate_good_values(self):
        return [3, np.array([8]).astype(np.float), np.array([0, -2,1,2]).astype(np.int)]
Severity: Major
Found in src/qinfer/tests/test_domains.py and 2 other locations - About 1 hr to fix
src/qinfer/tests/test_domains.py on lines 132..133
src/qinfer/tests/test_domains.py on lines 144..145

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 48.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Identical blocks of code found in 2 locations. Consider refactoring.
Open

        assert_almost_equal(
            np.array([np.mean(x.astype('float')) for x in results]),
            np.array([0.9, 0.84, 0.5]),
            3
Severity: Major
Found in src/qinfer/tests/test_region_estimates.py and 1 other location - About 1 hr to fix
src/qinfer/tests/test_region_estimates.py on lines 317..320

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 45.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Identical blocks of code found in 2 locations. Consider refactoring.
Open

        assert_almost_equal(
            np.array([np.mean(x.astype('float')) for x in results]),
            np.array([0.9, 0.84, 0.5]),
            3
Severity: Major
Found in src/qinfer/tests/test_region_estimates.py and 1 other location - About 1 hr to fix
src/qinfer/tests/test_region_estimates.py on lines 165..168

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 45.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 4 locations. Consider refactoring.
Open

        assert_array_less(
            np.array([0.9, 0.84, 0.5]),
            np.array([np.mean(x.astype('float')) for x in results1])
Severity: Major
Found in src/qinfer/tests/test_region_estimates.py and 3 other locations - About 1 hr to fix
src/qinfer/tests/test_region_estimates.py on lines 177..179
src/qinfer/tests/test_region_estimates.py on lines 188..190
src/qinfer/tests/test_region_estimates.py on lines 340..342

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 44.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 4 locations. Consider refactoring.
Open

        assert_array_less(
            np.array([0.9, 0.84, 0.5]),
            np.array([np.mean(x.astype('float')) for x in results2])
Severity: Major
Found in src/qinfer/tests/test_region_estimates.py and 3 other locations - About 1 hr to fix
src/qinfer/tests/test_region_estimates.py on lines 177..179
src/qinfer/tests/test_region_estimates.py on lines 188..190
src/qinfer/tests/test_region_estimates.py on lines 329..331

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 44.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 4 locations. Consider refactoring.
Open

        assert_array_less(
            np.array([0.9, 0.84, 0.5]),
            np.array([np.mean(x.astype('float')) for x in results1])
Severity: Major
Found in src/qinfer/tests/test_region_estimates.py and 3 other locations - About 1 hr to fix
src/qinfer/tests/test_region_estimates.py on lines 188..190
src/qinfer/tests/test_region_estimates.py on lines 329..331
src/qinfer/tests/test_region_estimates.py on lines 340..342

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 44.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 4 locations. Consider refactoring.
Open

        assert_array_less(
            np.array([0.9, 0.84, 0.5]),
            np.array([np.mean(x.astype('float')) for x in results2])
Severity: Major
Found in src/qinfer/tests/test_region_estimates.py and 3 other locations - About 1 hr to fix
src/qinfer/tests/test_region_estimates.py on lines 177..179
src/qinfer/tests/test_region_estimates.py on lines 329..331
src/qinfer/tests/test_region_estimates.py on lines 340..342

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 44.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

Similar blocks of code found in 3 locations. Consider refactoring.
Open

        z = np.real(np.dot(psi.conj(),np.dot(np.array([[1,0],[0,-1]]),psi)))
Severity: Major
Found in src/qinfer/distributions.py and 2 other locations - About 1 hr to fix
src/qinfer/distributions.py on lines 1264..1264
src/qinfer/distributions.py on lines 1265..1265

Duplicated Code

Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

Tuning

This issue has a mass of 44.

We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

Refactorings

Further Reading

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