GitHub - benard-adewole/Predictive-Modeling-PyTorch: A PyTorch-based framework for binary classification on tabular datasets, featuring automated feature attribution through linear weight analysis and ROC-AUC performance evaluation.

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A PyTorch-based framework for binary classification on tabular datasets, featuring automated feature attribution through linear weight analysis and ROC-AUC performance evaluation.

data-science-pipeline model-explainability predictive-analytics python3 pytorch-training

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Name	Name	Last commit message	Last commit date
Latest commit History 23 Commits 23 Commits
1 1_1Dtensors_v2.ipynb	1 1_1Dtensors_v2.ipynb
1 2derivativesandGraphsinPytorch_v2.ipynb	1 2derivativesandGraphsinPytorch_v2.ipynb
1 3 1_simple_data_set_v2.ipynb	1 3 1_simple_data_set_v2.ipynb
1 3 2_Datasets_and_transforms.ipynb	1 3 2_Datasets_and_transforms.ipynb
1 3 3_pre-Built Datasets_and_transforms_v2.ipynb	1 3 3_pre-Built Datasets_and_transforms_v2.ipynb
2 1Prediction1Dregression_v3.ipynb	2 1Prediction1Dregression_v3.ipynb
2 2_linear_regression_one_parameter_v3.ipynb	2 2_linear_regression_one_parameter_v3.ipynb
2 3_training_slope_and_bias_v3.ipynb	2 3_training_slope_and_bias_v3.ipynb
3 1_stochastic_gradient_descent_v3.ipynb	3 1_stochastic_gradient_descent_v3.ipynb
3 2_mini-batch_gradient_descent_v3.ipynb	3 2_mini-batch_gradient_descent_v3.ipynb
3 3_PyTorchway_v3.ipynb	3 3_PyTorchway_v3.ipynb
3 6_training_and_validation_v3.ipynb	3 6_training_and_validation_v3.ipynb
4 1 multiple_linear_regression_prediction_v2.ipynb	4 1 multiple_linear_regression_prediction_v2.ipynb
4 2 multiple_linear_regression_training_v2.ipynb	4 2 multiple_linear_regression_training_v2.ipynb
4 3 multi-target_linear_regression.ipynb	4 3 multi-target_linear_regression.ipynb
4 4 training_multiple_output_linear_regression.ipynb	4 4 training_multiple_output_linear_regression.ipynb
5 1logistic_regression_prediction_v2.ipynb	5 1logistic_regression_prediction_v2.ipynb
5 2 2bad_inshilization_logistic_regression_with_mean_square_error_v2.ipynb	5 2 2bad_inshilization_logistic_regression_with_mean_square_error_v2.ipynb
5 3_cross_entropy_logistic_regression_v2.ipynb	5 3_cross_entropy_logistic_regression_v2.ipynb
Final Project League of Legends Match Predictor.ipynb	Final Project League of Legends Match Predictor.ipynb
Neural Network for Breast Cancer Classification.ipynb	Neural Network for Breast Cancer Classification.ipynb
lab2.ipynb	lab2.ipynb
league_of_legends_data_large.csv	league_of_legends_data_large.csv

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