From e32993bc08ca32f1c5f562980e9b316244bcea84 Mon Sep 17 00:00:00 2001 From: jrzaurin Date: Fri, 22 Jan 2021 23:49:21 +0100 Subject: [PATCH] changed the dense layer to be almost identical to that of fastai, which I really like. Changed the code accordingly. Changed the name of DeepDense and DeepDenseResnet to TabMlp and TabResnet. Change the tests acccordingly --- docs/figures/architecture_1_v1.png | Bin 119468 -> 0 bytes docs/figures/architecture_2_v1.png | Bin 129475 -> 0 bytes docs/figures/widedeep_logo_v1.png | Bin 74544 -> 0 bytes docs/figures/widedeep_logo_v2.png | Bin 38911 -> 0 bytes docs/figures/widedeep_logo_v3.png | Bin 88626 -> 0 bytes docs/installation.rst | 1 + docs/quick_start.rst | 32 +- docs/utils/index.rst | 10 +- examples/adult_script.py | 10 +- examples/adult_script_tabtransformer.py | 2 +- examples/airbnb_script.py | 14 +- examples/airbnb_script_multiclass.py | 6 +- pytorch_widedeep/models/__init__.py | 4 +- pytorch_widedeep/models/deep_dense.py | 145 --------- pytorch_widedeep/models/deep_dense_resnet.py | 196 ------------ pytorch_widedeep/models/deep_image.py | 49 +-- pytorch_widedeep/models/deep_text.py | 49 +-- pytorch_widedeep/models/tab_mlp.py | 230 ++++++++++++++ pytorch_widedeep/models/tab_resnet.py | 287 ++++++++++++++++++ pytorch_widedeep/models/tab_transformer.py | 56 ++-- pytorch_widedeep/models/wide_deep.py | 109 +++---- .../test_mc_deep_dense_resnet.py | 65 ---- .../test_mc_deep_image.py | 2 +- .../test_mc_deep_text.py | 2 +- ...st_mc_deep_dense.py => test_mc_tab_mlp.py} | 43 ++- .../test_mc_tab_resnet.py | 122 ++++++++ ...nsformer.py => test_mc_tab_transformer.py} | 0 tests/test_model_components/test_wide_deep.py | 26 +- .../test_model_functioning/test_callbacks.py | 18 +- .../test_data_inputs.py | 14 +- .../test_fit_methods.py | 10 +- .../test_model_functioning/test_focal_loss.py | 6 +- .../test_initializers.py | 16 +- .../test_miscellaneous.py | 16 +- tests/test_warm_up/test_warm_up_routines.py | 6 +- 35 files changed, 887 insertions(+), 659 deletions(-) delete mode 100644 docs/figures/architecture_1_v1.png delete mode 100644 docs/figures/architecture_2_v1.png delete mode 100644 docs/figures/widedeep_logo_v1.png delete mode 100644 docs/figures/widedeep_logo_v2.png delete mode 100644 docs/figures/widedeep_logo_v3.png delete mode 100644 pytorch_widedeep/models/deep_dense.py delete mode 100644 pytorch_widedeep/models/deep_dense_resnet.py create mode 100644 pytorch_widedeep/models/tab_mlp.py create mode 100644 pytorch_widedeep/models/tab_resnet.py delete mode 100644 tests/test_model_components/test_mc_deep_dense_resnet.py rename tests/test_model_components/{test_mc_deep_dense.py => test_mc_tab_mlp.py} (63%) create mode 100644 tests/test_model_components/test_mc_tab_resnet.py rename tests/test_model_components/{test_mc_deep_tabtransformer.py => test_mc_tab_transformer.py} (100%) diff --git a/docs/figures/architecture_1_v1.png b/docs/figures/architecture_1_v1.png deleted file mode 100644 index 7e35219d8371c2c98ae9aafa20ced8e2871487cd..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 119468 zcmeFZWmr{P+cpe>2q=o6QWBB^(%m2}-O?c4x#&g-C6sQE6p)av#X?28yFpSK>E<14 z3+#P=_kN%E-}meBIEX!2bIuW0oY#4sV+YI2iesSTqaz?7U`R@cC?X)-q(?wNB1c65 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