diff --git a/Configs/setup.py b/Configs/setup.py index f72aed5..6a3c18f 100644 --- a/Configs/setup.py +++ b/Configs/setup.py @@ -36,7 +36,7 @@ "pydantic==1.10.18", "python-jose==3.3.0", "python-dotenv==1.0.0", - "PyJWT==2.10.0", + "PyJWT==2.10.1", # ML Tools "scikit-learn==1.3.0", diff --git a/Training_plots/linear_regression/metrics_over_time.png b/Training_plots/linear_regression/metrics_over_time.png index a0ac137..cdc956c 100644 Binary files a/Training_plots/linear_regression/metrics_over_time.png and b/Training_plots/linear_regression/metrics_over_time.png differ diff --git a/Training_plots/linear_regression/predictions_vs_actual.png b/Training_plots/linear_regression/predictions_vs_actual.png index 4a5d381..c803862 100644 Binary files a/Training_plots/linear_regression/predictions_vs_actual.png and b/Training_plots/linear_regression/predictions_vs_actual.png differ diff --git a/Training_plots/linear_regression/residual_distribution.png b/Training_plots/linear_regression/residual_distribution.png index d79b960..128e4ad 100644 Binary files a/Training_plots/linear_regression/residual_distribution.png and b/Training_plots/linear_regression/residual_distribution.png differ diff --git a/Training_plots/linear_regression/residuals.png b/Training_plots/linear_regression/residuals.png index 09f7d4b..d34e9d8 100644 Binary files a/Training_plots/linear_regression/residuals.png and b/Training_plots/linear_regression/residuals.png differ diff --git a/Training_plots/logistic_regression/classification_metrics.png b/Training_plots/logistic_regression/classification_metrics.png index a8b8f2b..54a822d 100644 Binary files a/Training_plots/logistic_regression/classification_metrics.png and b/Training_plots/logistic_regression/classification_metrics.png differ diff --git a/Training_plots/logistic_regression/confusion_matrix.png b/Training_plots/logistic_regression/confusion_matrix.png index 0e83ddc..d46becf 100644 Binary files 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a/Training_plots/logistic_regression/probability_distribution.png b/Training_plots/logistic_regression/probability_distribution.png index 296cb4e..3cbbac0 100644 Binary files a/Training_plots/logistic_regression/probability_distribution.png and b/Training_plots/logistic_regression/probability_distribution.png differ diff --git a/Training_plots/logistic_regression/roc_curve.png b/Training_plots/logistic_regression/roc_curve.png index 58cd07c..f8a9f5d 100644 Binary files a/Training_plots/logistic_regression/roc_curve.png and b/Training_plots/logistic_regression/roc_curve.png differ diff --git a/Training_plots/naive_bayes/class_performance.png b/Training_plots/naive_bayes/class_performance.png index c771365..f729060 100644 Binary files a/Training_plots/naive_bayes/class_performance.png and b/Training_plots/naive_bayes/class_performance.png differ diff --git a/Training_plots/naive_bayes/class_probability_distributions.png b/Training_plots/naive_bayes/class_probability_distributions.png index 180ec68..2c56db2 100644 Binary files a/Training_plots/naive_bayes/class_probability_distributions.png and b/Training_plots/naive_bayes/class_probability_distributions.png differ diff --git a/Training_plots/naive_bayes/confusion_matrix.png b/Training_plots/naive_bayes/confusion_matrix.png index a6800f0..fdcf1b1 100644 Binary files a/Training_plots/naive_bayes/confusion_matrix.png and b/Training_plots/naive_bayes/confusion_matrix.png differ diff --git a/Training_plots/naive_bayes/metrics_over_time.png b/Training_plots/naive_bayes/metrics_over_time.png index 0fc946c..fe77637 100644 Binary files a/Training_plots/naive_bayes/metrics_over_time.png and b/Training_plots/naive_bayes/metrics_over_time.png differ diff --git a/Writerside/topics/classification_metrics.png b/Writerside/topics/classification_metrics.png index a8b8f2b..54a822d 100644 Binary files a/Writerside/topics/classification_metrics.png and b/Writerside/topics/classification_metrics.png differ diff --git a/Writerside/topics/confusion_matrix.png b/Writerside/topics/confusion_matrix.png index 1900a55..0b78584 100644 Binary files a/Writerside/topics/confusion_matrix.png and b/Writerside/topics/confusion_matrix.png differ diff --git a/Writerside/topics/loss_plot.png b/Writerside/topics/loss_plot.png index 6c517c1..6c4ef0a 100644 Binary files a/Writerside/topics/loss_plot.png and b/Writerside/topics/loss_plot.png differ diff --git a/Writerside/topics/lr_curve.png b/Writerside/topics/lr_curve.png index d6b0b8a..b7794d5 100644 Binary files a/Writerside/topics/lr_curve.png and b/Writerside/topics/lr_curve.png differ diff --git a/Writerside/topics/metrics_over_time.png b/Writerside/topics/metrics_over_time.png index fa4ebb2..ed57545 100644 Binary files a/Writerside/topics/metrics_over_time.png and b/Writerside/topics/metrics_over_time.png differ diff --git a/Writerside/topics/probability_distribution.png b/Writerside/topics/probability_distribution.png index 5898197..70a4572 100644 Binary files a/Writerside/topics/probability_distribution.png and b/Writerside/topics/probability_distribution.png differ diff --git a/Writerside/topics/roc_curve.png b/Writerside/topics/roc_curve.png index 58cd07c..f8a9f5d 100644 Binary files a/Writerside/topics/roc_curve.png and b/Writerside/topics/roc_curve.png differ diff --git a/requirements.txt b/requirements.txt index 65106fb..fe5039c 100644 --- a/requirements.txt +++ b/requirements.txt @@ -20,6 +20,5 @@ optuna~=4.1.0 config~=0.5.1 PyJWT~=2.10.0 prometheus-client~=0.21.0 -ploty~=5.24.1 scipy~=1.13.1 neptune~=2.0.0a9