Sourcery Starbot ⭐ refactored bm424/scikit-cmeans#2
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Nov 10, 2022
| centers_best = None | ||
| iterator = range(self.n_init) | ||
| for i in iterator: | ||
| for _ in iterator: |
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Function CMeans.fit refactored with the following changes:
- Replace unused for index with underscore (
for-index-underscore)
| if np.abs(j_old - j_new) < self.tol: | ||
| break | ||
| results = { | ||
| return { |
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Function CMeans.converge refactored with the following changes:
- Inline variable that is immediately returned (
inline-immediately-returned-variable)
Comment on lines
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| raise NotImplementedError("Method '{}' is not implemented.".format(method)) | ||
| raise NotImplementedError(f"Method '{method}' is not implemented.") |
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Function CMeans.plot refactored with the following changes:
- Replace call to format with f-string (
use-fstring-for-formatting)
| color = plt.cm.tab20(np.linspace(0, 1, algorithm.n_clusters)) | ||
| for j, c in zip(range(algorithm.n_clusters), color): | ||
| print("Plotting cluster {} ({})".format(j, c)) | ||
| print(f"Plotting cluster {j} ({c})") |
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Function contour refactored with the following changes:
- Replace call to format with f-string (
use-fstring-for-formatting)
| legend_handles = [] | ||
| for j, c in zip(range(algorithm.n_clusters), color): | ||
| print("Plotting cluster {} ({})".format(j, c)) | ||
| print(f"Plotting cluster {j} ({c})") |
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Function scatter refactored with the following changes:
- Replace call to format with f-string (
use-fstring-for-formatting)
| values_list = itertools.product(*param_data.values()) | ||
| params = [dict(zip(param_data.keys(), v)) for v in values_list] | ||
| return params | ||
| return [dict(zip(param_data.keys(), v)) for v in values_list] |
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Function combine_param_data refactored with the following changes:
- Inline variable that is immediately returned (
inline-immediately-returned-variable)
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