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Title: GitHub - eugene00f/MachineLearningCourse: Примеры использования библиотек sklean, pandas, numpy и др для курса по машинному обучению

Open Graph Title: GitHub - eugene00f/MachineLearningCourse: Примеры использования библиотек sklean, pandas, numpy и др для курса по машинному обучению

X Title: GitHub - eugene00f/MachineLearningCourse: Примеры использования библиотек sklean, pandas, numpy и др для курса по машинному обучению

Description: Примеры использования библиотек sklean, pandas, numpy и др для курса по машинному обучению - eugene00f/MachineLearningCourse

Open Graph Description: Примеры использования библиотек sklean, pandas, numpy и др для курса по машинному обучению - eugene00f/MachineLearningCourse

X Description: Примеры использования библиотек sklean, pandas, numpy и др для курса по машинному обучению - eugene00f/MachineLearningCourse

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06-04. LDA - Понижение размерности.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/06-04.%20LDA%20-%20%D0%9F%D0%BE%D0%BD%D0%B8%D0%B6%D0%B5%D0%BD%D0%B8%D0%B5%20%D1%80%D0%B0%D0%B7%D0%BC%D0%B5%D1%80%D0%BD%D0%BE%D1%81%D1%82%D0%B8.ipynb
07-01. Логистическая регрессия - Сгенерированные данные.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/07-01.%20%D0%9B%D0%BE%D0%B3%D0%B8%D1%81%D1%82%D0%B8%D1%87%D0%B5%D1%81%D0%BA%D0%B0%D1%8F%20%D1%80%D0%B5%D0%B3%D1%80%D0%B5%D1%81%D1%81%D0%B8%D1%8F%20-%20%D0%A1%D0%B3%D0%B5%D0%BD%D0%B5%D1%80%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%BD%D1%8B%D0%B5%20%D0%B4%D0%B0%D0%BD%D0%BD%D1%8B%D0%B5.ipynb
07-01. Логистическая регрессия - Сгенерированные данные.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/07-01.%20%D0%9B%D0%BE%D0%B3%D0%B8%D1%81%D1%82%D0%B8%D1%87%D0%B5%D1%81%D0%BA%D0%B0%D1%8F%20%D1%80%D0%B5%D0%B3%D1%80%D0%B5%D1%81%D1%81%D0%B8%D1%8F%20-%20%D0%A1%D0%B3%D0%B5%D0%BD%D0%B5%D1%80%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%BD%D1%8B%D0%B5%20%D0%B4%D0%B0%D0%BD%D0%BD%D1%8B%D0%B5.ipynb
07-02. Логистическая регрессия - Распознавание рукописных цифр.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/07-02.%20%D0%9B%D0%BE%D0%B3%D0%B8%D1%81%D1%82%D0%B8%D1%87%D0%B5%D1%81%D0%BA%D0%B0%D1%8F%20%D1%80%D0%B5%D0%B3%D1%80%D0%B5%D1%81%D1%81%D0%B8%D1%8F%20-%20%D0%A0%D0%B0%D1%81%D0%BF%D0%BE%D0%B7%D0%BD%D0%B0%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5%20%D1%80%D1%83%D0%BA%D0%BE%D0%BF%D0%B8%D1%81%D0%BD%D1%8B%D1%85%20%D1%86%D0%B8%D1%84%D1%80.ipynb
07-02. Логистическая регрессия - Распознавание рукописных цифр.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/07-02.%20%D0%9B%D0%BE%D0%B3%D0%B8%D1%81%D1%82%D0%B8%D1%87%D0%B5%D1%81%D0%BA%D0%B0%D1%8F%20%D1%80%D0%B5%D0%B3%D1%80%D0%B5%D1%81%D1%81%D0%B8%D1%8F%20-%20%D0%A0%D0%B0%D1%81%D0%BF%D0%BE%D0%B7%D0%BD%D0%B0%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5%20%D1%80%D1%83%D0%BA%D0%BE%D0%BF%D0%B8%D1%81%D0%BD%D1%8B%D1%85%20%D1%86%D0%B8%D1%84%D1%80.ipynb
08-01. SVM.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/08-01.%20SVM.ipynb
08-01. SVM.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/08-01.%20SVM.ipynb
08-02. SVM - Сгенерированные данные.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/08-02.%20SVM%20-%20%D0%A1%D0%B3%D0%B5%D0%BD%D0%B5%D1%80%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%BD%D1%8B%D0%B5%20%D0%B4%D0%B0%D0%BD%D0%BD%D1%8B%D0%B5.ipynb
08-02. SVM - Сгенерированные данные.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/08-02.%20SVM%20-%20%D0%A1%D0%B3%D0%B5%D0%BD%D0%B5%D1%80%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%BD%D1%8B%D0%B5%20%D0%B4%D0%B0%D0%BD%D0%BD%D1%8B%D0%B5.ipynb
09-01. Байесовский и наивный байесовский классификатор.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/09-01.%20%D0%91%D0%B0%D0%B9%D0%B5%D1%81%D0%BE%D0%B2%D1%81%D0%BA%D0%B8%D0%B9%20%D0%B8%20%D0%BD%D0%B0%D0%B8%D0%B2%D0%BD%D1%8B%D0%B9%20%D0%B1%D0%B0%D0%B9%D0%B5%D1%81%D0%BE%D0%B2%D1%81%D0%BA%D0%B8%D0%B9%20%D0%BA%D0%BB%D0%B0%D1%81%D1%81%D0%B8%D1%84%D0%B8%D0%BA%D0%B0%D1%82%D0%BE%D1%80.ipynb
09-01. Байесовский и наивный байесовский классификатор.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/09-01.%20%D0%91%D0%B0%D0%B9%D0%B5%D1%81%D0%BE%D0%B2%D1%81%D0%BA%D0%B8%D0%B9%20%D0%B8%20%D0%BD%D0%B0%D0%B8%D0%B2%D0%BD%D1%8B%D0%B9%20%D0%B1%D0%B0%D0%B9%D0%B5%D1%81%D0%BE%D0%B2%D1%81%D0%BA%D0%B8%D0%B9%20%D0%BA%D0%BB%D0%B0%D1%81%D1%81%D0%B8%D1%84%D0%B8%D0%BA%D0%B0%D1%82%D0%BE%D1%80.ipynb
09-02. NB.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/09-02.%20NB.ipynb
09-02. NB.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/09-02.%20NB.ipynb
09-03. NB - Распознавание спама.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/09-03.%20NB%20-%20%D0%A0%D0%B0%D1%81%D0%BF%D0%BE%D0%B7%D0%BD%D0%B0%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5%20%D1%81%D0%BF%D0%B0%D0%BC%D0%B0.ipynb
09-03. NB - Распознавание спама.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/09-03.%20NB%20-%20%D0%A0%D0%B0%D1%81%D0%BF%D0%BE%D0%B7%D0%BD%D0%B0%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5%20%D1%81%D0%BF%D0%B0%D0%BC%D0%B0.ipynb
10-01. Деревья решений.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/10-01.%20%D0%94%D0%B5%D1%80%D0%B5%D0%B2%D1%8C%D1%8F%20%D1%80%D0%B5%D1%88%D0%B5%D0%BD%D0%B8%D0%B9.ipynb
10-01. Деревья решений.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/10-01.%20%D0%94%D0%B5%D1%80%D0%B5%D0%B2%D1%8C%D1%8F%20%D1%80%D0%B5%D1%88%D0%B5%D0%BD%D0%B8%D0%B9.ipynb
10-02. Деревья решений - Распознавание спама.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/10-02.%20%D0%94%D0%B5%D1%80%D0%B5%D0%B2%D1%8C%D1%8F%20%D1%80%D0%B5%D1%88%D0%B5%D0%BD%D0%B8%D0%B9%20-%20%D0%A0%D0%B0%D1%81%D0%BF%D0%BE%D0%B7%D0%BD%D0%B0%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5%20%D1%81%D0%BF%D0%B0%D0%BC%D0%B0.ipynb
10-02. Деревья решений - Распознавание спама.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/10-02.%20%D0%94%D0%B5%D1%80%D0%B5%D0%B2%D1%8C%D1%8F%20%D1%80%D0%B5%D1%88%D0%B5%D0%BD%D0%B8%D0%B9%20-%20%D0%A0%D0%B0%D1%81%D0%BF%D0%BE%D0%B7%D0%BD%D0%B0%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5%20%D1%81%D0%BF%D0%B0%D0%BC%D0%B0.ipynb
11-01. Ансамбли.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/11-01.%20%D0%90%D0%BD%D1%81%D0%B0%D0%BC%D0%B1%D0%BB%D0%B8.ipynb
11-01. Ансамбли.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/11-01.%20%D0%90%D0%BD%D1%81%D0%B0%D0%BC%D0%B1%D0%BB%D0%B8.ipynb
11-02. Ансамбли - Распознавание спама.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/11-02.%20%D0%90%D0%BD%D1%81%D0%B0%D0%BC%D0%B1%D0%BB%D0%B8%20-%20%D0%A0%D0%B0%D1%81%D0%BF%D0%BE%D0%B7%D0%BD%D0%B0%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5%20%D1%81%D0%BF%D0%B0%D0%BC%D0%B0.ipynb
11-02. Ансамбли - Распознавание спама.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/11-02.%20%D0%90%D0%BD%D1%81%D0%B0%D0%BC%D0%B1%D0%BB%D0%B8%20-%20%D0%A0%D0%B0%D1%81%D0%BF%D0%BE%D0%B7%D0%BD%D0%B0%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5%20%D1%81%D0%BF%D0%B0%D0%BC%D0%B0.ipynb
11-03. Ансамбли - 10d-пример.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/11-03.%20%D0%90%D0%BD%D1%81%D0%B0%D0%BC%D0%B1%D0%BB%D0%B8%20-%2010d-%D0%BF%D1%80%D0%B8%D0%BC%D0%B5%D1%80.ipynb
11-03. Ансамбли - 10d-пример.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/11-03.%20%D0%90%D0%BD%D1%81%D0%B0%D0%BC%D0%B1%D0%BB%D0%B8%20-%2010d-%D0%BF%D1%80%D0%B8%D0%BC%D0%B5%D1%80.ipynb
12-1. Linear Regression - Hubble.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/12-1.%20Linear%20Regression%20-%20Hubble.ipynb
12-1. Linear Regression - Hubble.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/12-1.%20Linear%20Regression%20-%20Hubble.ipynb
12-2. Linear Regression - Brain.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/12-2.%20Linear%20Regression%20-%20Brain.ipynb
12-2. Linear Regression - Brain.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/12-2.%20Linear%20Regression%20-%20Brain.ipynb
12-3. Linear Regression - Boston.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/12-3.%20Linear%20Regression%20-%20Boston.ipynb
12-3. Linear Regression - Boston.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/12-3.%20Linear%20Regression%20-%20Boston.ipynb
12-6. Оценка стоимости квартиры.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/12-6.%20%D0%9E%D1%86%D0%B5%D0%BD%D0%BA%D0%B0%20%D1%81%D1%82%D0%BE%D0%B8%D0%BC%D0%BE%D1%81%D1%82%D0%B8%20%D0%BA%D0%B2%D0%B0%D1%80%D1%82%D0%B8%D1%80%D1%8B.ipynb
12-6. Оценка стоимости квартиры.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/12-6.%20%D0%9E%D1%86%D0%B5%D0%BD%D0%BA%D0%B0%20%D1%81%D1%82%D0%BE%D0%B8%D0%BC%D0%BE%D1%81%D1%82%D0%B8%20%D0%BA%D0%B2%D0%B0%D1%80%D1%82%D0%B8%D1%80%D1%8B.ipynb
13. Random Forest Regressor.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/13.%20Random%20Forest%20Regressor.ipynb
13. Random Forest Regressor.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/13.%20Random%20Forest%20Regressor.ipynb
14. MLP - Распознавание рукописных цифр.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/14.%20MLP%20-%20%D0%A0%D0%B0%D1%81%D0%BF%D0%BE%D0%B7%D0%BD%D0%B0%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5%20%D1%80%D1%83%D0%BA%D0%BE%D0%BF%D0%B8%D1%81%D0%BD%D1%8B%D1%85%20%D1%86%D0%B8%D1%84%D1%80.ipynb
14. MLP - Распознавание рукописных цифр.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/14.%20MLP%20-%20%D0%A0%D0%B0%D1%81%D0%BF%D0%BE%D0%B7%D0%BD%D0%B0%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5%20%D1%80%D1%83%D0%BA%D0%BE%D0%BF%D0%B8%D1%81%D0%BD%D1%8B%D1%85%20%D1%86%D0%B8%D1%84%D1%80.ipynb
15-1. Bias-Variance Trade-off. LSQ.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/15-1.%20Bias-Variance%20Trade-off.%20LSQ.ipynb
15-1. Bias-Variance Trade-off. LSQ.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/15-1.%20Bias-Variance%20Trade-off.%20LSQ.ipynb
15-2. Bias-Variance Trade-off. kNN.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/15-2.%20Bias-Variance%20Trade-off.%20kNN.ipynb
15-2. Bias-Variance Trade-off. kNN.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/15-2.%20Bias-Variance%20Trade-off.%20kNN.ipynb
15-3. Bias-Variance Trade-off.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/15-3.%20Bias-Variance%20Trade-off.ipynb
15-3. Bias-Variance Trade-off.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/15-3.%20Bias-Variance%20Trade-off.ipynb
16-01. PCA.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/16-01.%20PCA.ipynb
16-01. PCA.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/16-01.%20PCA.ipynb
16-02. PCA - Digits.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/16-02.%20PCA%20-%20Digits.ipynb
16-02. PCA - Digits.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/16-02.%20PCA%20-%20Digits.ipynb
16-03. PCA - Phoneme.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/16-03.%20PCA%20-%20Phoneme.ipynb
16-03. PCA - Phoneme.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/16-03.%20PCA%20-%20Phoneme.ipynb
16. Learning Curve.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/16.%20Learning%20Curve.ipynb
16. Learning Curve.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/16.%20Learning%20Curve.ipynb
17-1. MNIST.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/17-1.%20MNIST.ipynb
17-1. MNIST.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/17-1.%20MNIST.ipynb
17-1.MNIST.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/17-1.MNIST.ipynb
17-1.MNIST.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/17-1.MNIST.ipynb
17-2 MyNN.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/17-2%20MyNN.ipynb
17-2 MyNN.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/17-2%20MyNN.ipynb
17_1_MNIST.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/17_1_MNIST.ipynb
17_1_MNIST.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/17_1_MNIST.ipynb
19-02. Adult.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/19-02.%20Adult.ipynb
19-02. Adult.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/19-02.%20Adult.ipynb
20.01. Cluster.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/20.01.%20Cluster.ipynb
20.01. Cluster.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/20.01.%20Cluster.ipynb
23_Corona_NLP.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/23_Corona_NLP.ipynb
23_Corona_NLP.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/23_Corona_NLP.ipynb
55. Arrhythmia.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/55.%20Arrhythmia.ipynb
55. Arrhythmia.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/55.%20Arrhythmia.ipynb
Corona_NLP_test.csvhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/Corona_NLP_test.csv
Corona_NLP_test.csvhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/Corona_NLP_test.csv
Corona_NLP_train.csvhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/Corona_NLP_train.csv
Corona_NLP_train.csvhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/Corona_NLP_train.csv
VADII_06_Оценка_стоимости_квартиры.ipynbhttps://patch-diff.githubusercontent.com/eugene00f/MachineLearningCourse/blob/master/VADII_06_%D0%9E%D1%86%D0%B5%D0%BD%D0%BA%D0%B0_%D1%81%D1%82%D0%BE%D0%B8%D0%BC%D0%BE%D1%81%D1%82%D0%B8_%D0%BA%D0%B2%D0%B0%D1%80%D1%82%D0%B8%D1%80%D1%8B.ipynb
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