From 64c21cdf7e4398de1b544280ce4fb5988f698b6f Mon Sep 17 00:00:00 2001 From: Darkstalker Date: Thu, 9 Jan 2025 16:35:27 -0500 Subject: [PATCH] Advertising.csv Signed-off-by: Darkstalker --- .idea/csv-editor.xml | 2 +- Data/processed_advertising.csv | 201 ++++++++++++++++++ Model_Library.py | 22 +- Model_Types.py | 2 +- .../checkpoints/epoch=9-step=100.ckpt | Bin 0 -> 5884 bytes .../lightning_logs/version_0/hparams.yaml | 19 ++ .../lightning_logs/version_0/metrics.csv | 21 ++ .../checkpoints/epoch=9-step=100.ckpt | Bin 0 -> 5884 bytes .../lightning_logs/version_1/hparams.yaml | 19 ++ .../lightning_logs/version_1/metrics.csv | 21 ++ .../checkpoints/epoch=9-step=100.ckpt | Bin 0 -> 5884 bytes .../lightning_logs/version_2/hparams.yaml | 19 ++ .../lightning_logs/version_2/metrics.csv | 21 ++ .../checkpoints/epoch=9-step=100.ckpt | Bin 0 -> 5884 bytes .../lightning_logs/version_3/hparams.yaml | 19 ++ .../lightning_logs/version_3/metrics.csv | 21 ++ .../checkpoints/epoch=19-step=100.ckpt | Bin 0 -> 5884 bytes .../lightning_logs/version_4/hparams.yaml | 19 ++ .../lightning_logs/version_4/metrics.csv | 31 +++ .../checkpoints/epoch=19-step=100.ckpt | Bin 0 -> 5820 bytes .../lightning_logs/version_5/hparams.yaml | 19 ++ .../lightning_logs/version_5/metrics.csv | 31 +++ .../checkpoints/epoch=19-step=100.ckpt | Bin 0 -> 5820 bytes .../lightning_logs/version_6/hparams.yaml | 19 ++ .../lightning_logs/version_6/metrics.csv | 31 +++ .../checkpoints/epoch=99-step=1000.ckpt | Bin 0 -> 5884 bytes .../lightning_logs/version_7/hparams.yaml | 19 ++ .../lightning_logs/version_7/metrics.csv | 201 ++++++++++++++++++ Train_Files/linear_regression_model.pth | Bin 0 -> 1720 bytes Train_Files/models/model.pt | Bin 0 -> 1548 bytes Train_Files/train_2.py | 121 +++++------ .../linear_regression/metrics_over_time.png | Bin 0 -> 47873 bytes .../predictions_vs_actual.png | Bin 0 -> 36622 bytes .../residual_distribution.png | Bin 0 -> 15023 bytes .../linear_regression/residuals.png | Bin 0 -> 44236 bytes visualization.py | 159 +++++++------- 36 files changed, 875 insertions(+), 162 deletions(-) create mode 100644 Data/processed_advertising.csv create mode 100644 Train_Files/lightning_logs/version_0/checkpoints/epoch=9-step=100.ckpt create mode 100644 Train_Files/lightning_logs/version_0/hparams.yaml create mode 100644 Train_Files/lightning_logs/version_0/metrics.csv create mode 100644 Train_Files/lightning_logs/version_1/checkpoints/epoch=9-step=100.ckpt create mode 100644 Train_Files/lightning_logs/version_1/hparams.yaml create mode 100644 Train_Files/lightning_logs/version_1/metrics.csv create mode 100644 Train_Files/lightning_logs/version_2/checkpoints/epoch=9-step=100.ckpt create mode 100644 Train_Files/lightning_logs/version_2/hparams.yaml create mode 100644 Train_Files/lightning_logs/version_2/metrics.csv create mode 100644 Train_Files/lightning_logs/version_3/checkpoints/epoch=9-step=100.ckpt create mode 100644 Train_Files/lightning_logs/version_3/hparams.yaml create mode 100644 Train_Files/lightning_logs/version_3/metrics.csv create mode 100644 Train_Files/lightning_logs/version_4/checkpoints/epoch=19-step=100.ckpt create mode 100644 Train_Files/lightning_logs/version_4/hparams.yaml create mode 100644 Train_Files/lightning_logs/version_4/metrics.csv create mode 100644 Train_Files/lightning_logs/version_5/checkpoints/epoch=19-step=100.ckpt create mode 100644 Train_Files/lightning_logs/version_5/hparams.yaml create mode 100644 Train_Files/lightning_logs/version_5/metrics.csv create mode 100644 Train_Files/lightning_logs/version_6/checkpoints/epoch=19-step=100.ckpt create mode 100644 Train_Files/lightning_logs/version_6/hparams.yaml create mode 100644 Train_Files/lightning_logs/version_6/metrics.csv create mode 100644 Train_Files/lightning_logs/version_7/checkpoints/epoch=99-step=1000.ckpt create mode 100644 Train_Files/lightning_logs/version_7/hparams.yaml create mode 100644 Train_Files/lightning_logs/version_7/metrics.csv create mode 100644 Train_Files/linear_regression_model.pth create mode 100644 Train_Files/models/model.pt create mode 100644 Train_Files/training_plots/linear_regression/metrics_over_time.png create mode 100644 Train_Files/training_plots/linear_regression/predictions_vs_actual.png create mode 100644 Train_Files/training_plots/linear_regression/residual_distribution.png create mode 100644 Train_Files/training_plots/linear_regression/residuals.png diff --git a/.idea/csv-editor.xml b/.idea/csv-editor.xml index ce43212..6e2690a 100644 --- a/.idea/csv-editor.xml +++ b/.idea/csv-editor.xml @@ -3,7 +3,7 @@