Hw18 #4
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Hw18 #4
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IvanKozlov98
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May 5, 2024
IvanKozlov98
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IvanKozlov98
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Параллельный лес: 22/25
Bio_Files_Processor.py Bio_Seq_Analysis_Tool.py must be bio_files_processor.py bio_seq_analysis_tool.py — должен быть единый стиль именования файлов
в readme в разделе контактов обычно указывают контакты :)
хотя бы почту или тг
+1б в целом, отличное оформление
Итого: 48 баллов
| Fitted estimator. | ||
| ''' | ||
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| with ThreadPoolExecutor(n_jobs) as pool: |
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-3 балла (CPU-bound задача - нужны процессы)
То есть нужно было использовать ProcessPoolExecutor
| tree = DecisionTreeClassifier(max_depth=self.max_depth, | ||
| max_features=self.max_features, | ||
| random_state=self.random_state) | ||
| fit_tasks.append(pool.submit(tree.fit, X_sample, y_sample)) |
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непосредственный фитинг деревьев вы сделали параллельным (псевдо, конечно)
но забыли про подготовку данных и создание объекта дерева -- было бы здорово также делать это параллельно. :)
| ''' | ||
| probas = np.zeros((X.shape[0], len(self.classes_))) | ||
| with ThreadPoolExecutor(n_jobs) as pool: | ||
| predict_proba_tasks = [pool.submit(tree.predict_proba, |
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