diff --git a/data/.gitignore b/data/.gitignore index 348b87e..228ba2c 100644 --- a/data/.gitignore +++ b/data/.gitignore @@ -1 +1,5 @@ /prepared +/Car_Prices_Poland_Kaggle_test.csv +/Car_Prices_Poland_Kaggle_train.csv +/Car_Prices_Poland_Kaggle_dev.csv +/Car_Prices_Poland_Kaggle.csv \ No newline at end of file diff --git a/data/Car_Prices_Poland_Kaggle_dev.csv.dvc b/data/Car_Prices_Poland_Kaggle_dev.csv.dvc index f9f9298..72346ae 100644 --- a/data/Car_Prices_Poland_Kaggle_dev.csv.dvc +++ b/data/Car_Prices_Poland_Kaggle_dev.csv.dvc @@ -1,4 +1,4 @@ outs: -- md5: d871b8e809aa6dc34ed112655c72b706 - size: 1649297 +- md5: 113fad808a17e2aa5131832ecaa2e640 + size: 1647374 path: Car_Prices_Poland_Kaggle_dev.csv diff --git a/data/Car_Prices_Poland_Kaggle_test.csv.dvc b/data/Car_Prices_Poland_Kaggle_test.csv.dvc index 37b06da..a8eb847 100644 --- a/data/Car_Prices_Poland_Kaggle_test.csv.dvc +++ b/data/Car_Prices_Poland_Kaggle_test.csv.dvc @@ -1,4 +1,4 @@ outs: -- md5: d871b8e809aa6dc34ed112655c72b706 - size: 1649297 +- md5: 113fad808a17e2aa5131832ecaa2e640 + size: 1647374 path: Car_Prices_Poland_Kaggle_test.csv diff --git a/data/Car_Prices_Poland_Kaggle_train.csv.dvc b/data/Car_Prices_Poland_Kaggle_train.csv.dvc index 26e2d04..9a5a633 100644 --- a/data/Car_Prices_Poland_Kaggle_train.csv.dvc +++ b/data/Car_Prices_Poland_Kaggle_train.csv.dvc @@ -1,4 +1,4 @@ outs: -- md5: eea2944b722fa2b8360a798a58812112 - size: 6597679 +- md5: dd41429d2b3285cc85b94a9b0ec8cf91 + size: 6597186 path: Car_Prices_Poland_Kaggle_train.csv diff --git a/dvc.lock b/dvc.lock new file mode 100644 index 0000000..bcc820c --- /dev/null +++ b/dvc.lock @@ -0,0 +1,29 @@ +schema: '2.0' +stages: + prepare: + cmd: python3 script_prepare.py data/Car_Prices_Poland_Kaggle.csv + deps: + - path: data/Car_Prices_Poland_Kaggle.csv + md5: 9170e9b525149cb1f571f318cd604913 + size: 9894367 + - path: script_prepare.py + md5: f1dfe33a503f5acc687c53dee448f71b + size: 1899 + train: + cmd: python3 lab05_deepLearning.py 70 + deps: + - path: data/Car_Prices_Poland_Kaggle_dev.csv + md5: 113fad808a17e2aa5131832ecaa2e640 + size: 1647374 + - path: data/Car_Prices_Poland_Kaggle_test.csv + md5: 113fad808a17e2aa5131832ecaa2e640 + size: 1647374 + - path: data/Car_Prices_Poland_Kaggle_train.csv + md5: dd41429d2b3285cc85b94a9b0ec8cf91 + size: 6597186 + evaluate: + cmd: python3 lab10_evaluate.py + deps: + - path: CarPrices_pytorch_model.pkl + md5: a73485a169b6185b0161d75bc5c883a3 + size: 30039 diff --git a/dvc.yaml b/dvc.yaml new file mode 100644 index 0000000..e41b4f9 --- /dev/null +++ b/dvc.yaml @@ -0,0 +1,16 @@ +stages: + prepare: + cmd: python3 script_prepare.py data/Car_Prices_Poland_Kaggle.csv + deps: + - data/Car_Prices_Poland_Kaggle.csv + - script_prepare.py + train: + cmd: python3 lab05_deepLearning.py 70 + deps: + - data/Car_Prices_Poland_Kaggle_dev.csv + - data/Car_Prices_Poland_Kaggle_train.csv + - data/Car_Prices_Poland_Kaggle_test.csv + evaluate: + cmd: python3 lab10_evaluate.py + deps: + - CarPrices_pytorch_model.pkl \ No newline at end of file diff --git a/prediction_results.csv b/prediction_results.csv index 8bfbe7a..1d7dd2d 100644 --- a/prediction_results.csv +++ b/prediction_results.csv @@ -1,9264 +1,9264 @@ ,0,1,2,3,4 -0,0.39462596,0.24646634,0.0019913057,0.15523937,0.20167702 -1,0.011267199,0.005612204,0.0014770684,0.35681337,0.6248301 -2,9.895358e-09,3.6155816e-09,6.7026426e-06,0.5900186,0.40997472 -3,3.6806967e-05,1.8563618e-05,0.00019785298,0.702108,0.29763874 -4,4.7758687e-05,2.3757873e-05,0.00019133797,0.7528962,0.24684091 -5,3.387848e-06,1.4293213e-06,8.703503e-05,0.50019735,0.4997108 -6,0.5931967,0.40680328,5.5445887e-12,1.4271318e-14,3.5830514e-09 -7,0.020125255,0.012161379,0.0016620343,0.6468504,0.31920093 -8,0.40859196,0.591408,1.1881536e-10,3.0538864e-12,6.639704e-10 -9,0.15732077,0.09893439,0.0031235574,0.35270262,0.38791865 -10,0.0006481555,0.0003238082,0.00058664265,0.53370816,0.46473315 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