├── Assignment31 ├── Machine Learning │ ├── data │ │ ├── cars.csv │ │ ├── cars2.csv │ │ └── shows.csv │ ├── data_distribution.ipynb │ ├── decision_tree.ipynb │ ├── linear_regression.ipynb │ ├── mean_median_mode.ipynb │ ├── multiple_regression.ipynb │ ├── normal_data_distribution.ipynb │ ├── percentile.ipynb │ ├── polynomial_regression.ipynb │ ├── scale.ipynb │ ├── scatter_plot.ipynb │ ├── standard_deviation.ipynb │ └── train-test.ipynb ├── Matplotlib │ ├── 10_Scatter.ipynb │ ├── 11_Bars.ipynb │ ├── 12_Histograms.ipynb │ ├── 13_Pie Charts.ipynb │ ├── 2_Get Started.ipynb │ ├── 3_Pyplot.ipynb │ ├── 4_Plotting.ipynb │ ├── 5_Markers.ipynb │ ├── 6_Line.ipynb │ ├── 7_Labels.ipynb │ ├── 8_Grid.ipynb │ └── 9_Subplot.ipynb └── README.md ├── Assignment32 ├── 3dScatter.ipynb ├── README.md └── fruitVisualization.ipynb ├── Assignment33 ├── README.md └── know_your_metrics.ipynb ├── Assignment34 ├── Covid.ipynb ├── KNN.ipynb ├── KNN_OCR.ipynb ├── README.md ├── data │ ├── COVID-19-time-series-clean-complete.csv │ └── weight-height.csv └── img │ └── mnist.png ├── Assignment35 ├── README.md ├── abalone │ ├── abalone.data.csv │ └── abalone.ipynb ├── iris │ └── iris-knn.ipynb └── nemo │ ├── Finding_Nemo.ipynb │ ├── abjie-nemo.jpg │ ├── dadashe-nemo.jpg │ ├── knn.py │ └── nemo.jpg ├── Assignment36 ├── LLS-Study hours and grades.ipynb ├── LLS-boston.ipynb ├── README.md └── iris-knn-confusionMatrix.ipynb ├── Assignment37 ├── Abalone-Regression │ ├── LSS.py │ ├── abalone.data.csv │ └── abalone.ipynb ├── DigiKala │ ├── digikala-orders.csv │ └── digikala.ipynb ├── QR Code reader │ └── QR-Code-reader.py └── README.md ├── Assignment38 ├── Perceptron.py ├── Perceptron_class.py └── README.md ├── Assignment39 ├── README.md ├── data │ └── weatherHistory.csv ├── hyperParameters_w_b.npy └── perceptron_waether_linear_Regression.ipynb ├── Assignment40 ├── README.md ├── data │ ├── gender_submission.csv │ ├── test.csv │ └── train.csv ├── model │ └── titanic.h5 └── 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