From 54ec1b64651bbaf4d128f5df2861c21051d63916 Mon Sep 17 00:00:00 2001 From: euisuk-chung Date: Mon, 6 Dec 2021 15:43:53 +0000 Subject: [PATCH] Image Upload --- README.md | 9 +++++++-- config_timegan.py | 6 +++--- config_vrae.py | 2 +- image/LSTM_VAE_architecture.png | Bin 0 -> 284591 bytes image/TimeGAN_architecture.PNG | Bin 0 -> 375303 bytes image/architecture.png | Bin 39725 -> 0 bytes image/train_test_image.png | Bin 0 -> 54247 bytes 7 files changed, 11 insertions(+), 6 deletions(-) create mode 100644 image/LSTM_VAE_architecture.png create mode 100644 image/TimeGAN_architecture.PNG delete mode 100644 image/architecture.png create mode 100644 image/train_test_image.png diff --git a/README.md b/README.md index 35554ec..0ce6fbd 100644 --- a/README.md +++ b/README.md @@ -13,12 +13,17 @@ For example : ```python python run_timegan.py - ``` 2. VRAE를 이용한 시계열 생성 ```python python run_vrae.py +``` + +# Model Explanation +## TimeGAN + -``` \ No newline at end of file +## VRAE + diff --git a/config_timegan.py b/config_timegan.py index 3847622..7631742 100644 --- a/config_timegan.py +++ b/config_timegan.py @@ -77,15 +77,15 @@ def parser_setting(parser): # Model Arguments parser.add_argument( '--emb_epochs', - default=300, + default=1000, type=int) parser.add_argument( '--sup_epochs', - default=300, + default=1000, type=int) parser.add_argument( '--gan_epochs', - default=300, + default=1000, type=int) parser.add_argument( '--batch_size', diff --git a/config_vrae.py b/config_vrae.py index b459d9c..c462cbc 100644 --- a/config_vrae.py +++ b/config_vrae.py @@ -86,7 +86,7 @@ def parser_setting(parser): type=int) parser.add_argument( '--n_epochs', - default=500, + default=1000, type=int) parser.add_argument( '--batch_size', diff --git a/image/LSTM_VAE_architecture.png b/image/LSTM_VAE_architecture.png new file mode 100644 index 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