Examples on how to split synthetic datasets.

rcamino · Jan 28, 2019 · ffd7005 · ffd7005
1 parent 4e4a886
commit ffd7005
Showing 1 changed file with 33 additions and 1 deletion.
diff --git a/multi_categorical_gans/datasets/README.md b/multi_categorical_gans/datasets/README.md
@@ -12,7 +12,39 @@ functions to operate with both data formats in an abstract way.
 
 ## Train and test split
 
-Example of how to split a dataset into 90% train and 10% test:
+Examples of how to split a dataset into 90% train and 10% test:
+
+```bash
+python multi_categorical_gans/datasets/train_test_split.py \
+    data/synthetic/fixed_2/synthetic.features.npz \
+    0.9 \
+    data/synthetic/fixed_2/synthetic-train.features.npz \
+    data/synthetic/fixed_2/synthetic-test.features.npz
+```
+
+```bash
+python multi_categorical_gans/datasets/train_test_split.py \
+    data/synthetic/fixed_10/synthetic.features.npz \
+    0.9 \
+    data/synthetic/fixed_10/synthetic-train.features.npz \
+    data/synthetic/fixed_10/synthetic-test.features.npz
+```
+
+```bash
+python multi_categorical_gans/datasets/train_test_split.py \
+    data/synthetic/mix_small/synthetic.features.npz \
+    0.9 \
+    data/synthetic/mix_small/synthetic-train.features.npz \
+    data/synthetic/mix_small/synthetic-test.features.npz
+```
+
+```bash
+python multi_categorical_gans/datasets/train_test_split.py \
+    data/synthetic/mix_big/synthetic.features.npz \
+    0.9 \
+    data/synthetic/mix_big/synthetic-train.features.npz \
+    data/synthetic/mix_big/synthetic-test.features.npz
+```
 
 ```bash
 python multi_categorical_gans/datasets/train_test_split.py \