Add copyright in markdown and yaml files

ai-credit-fraud-workflow/Dockerfile

@@ -1,3 +1,17 @@
+# Copyright (c) 2024, NVIDIA CORPORATION. All rights reserved.
+
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+
+#  http://www.apache.org/licenses/LICENSE-2.0
+
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+
 FROM nvcr.io/nvidia/pyg:24.09-py3
 WORKDIR /ai-credit-fraud-workflow
 COPY requirements.txt /ai-credit-fraud-workflow

ai-credit-fraud-workflow/README.md

@@ -1,4 +1,4 @@
-# <p style="text-align: center;">Graph Neural Network Based Model Building<br>for Credit Card Fraud Dectection</p>
+# <p style="text-align: center;">Graph Neural Network Based Model Building<br>for Credit Card Fraud Detection</p>
 <p align="center">
   <img src="./img/Splash.jpg" width="50%"/>
 </p>

ai-credit-fraud-workflow/conda/fraud_conda_env.yaml

@@ -1,3 +1,18 @@
+# Copyright (c) 2024, NVIDIA CORPORATION. All rights reserved.
+
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+
+#  http://www.apache.org/licenses/LICENSE-2.0
+
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+
+
 # This file is generated by `rapids-dependency-file-generator`.
 # To make changes, edit ../../dependencies.yaml and run `rapids-dependency-file-generator`.
 channels:
@@ -58,3 +73,5 @@ dependencies:
 - wget
 - wheel
 name: fraud_conda_env
+
+<br/><br/>

ai-credit-fraud-workflow/data/Sparkov/README.md

@@ -4,4 +4,21 @@ please download the data here
 
 https://www.kaggle.com/datasets/kartik2112/fraud-detection
 
+<br/><br/>
 
+## Copyright and License
+Copyright (c) 2024, NVIDIA CORPORATION. All rights reserved.
+
+<br/>
+
+ Licensed under the Apache License, Version 2.0 (the "License");
+ you may not use this file except in compliance with the License.
+ You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing, software
+ distributed under the License is distributed on an "AS IS" BASIS,
+ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ See the License for the specific language governing permissions and
+ limitations under the License.

ai-credit-fraud-workflow/data/Sparkov/raw/READEME.md

@@ -2,4 +2,23 @@
 
 Place the extract files here.
 * fraudTest.csv
-* fraudTrain.csv
+* fraudTrain.csv
+
+<br/><br/>
+
+## Copyright and License
+Copyright (c) 2024, NVIDIA CORPORATION. All rights reserved.
+
+<br/>
+
+ Licensed under the Apache License, Version 2.0 (the "License");
+ you may not use this file except in compliance with the License.
+ You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing, software
+ distributed under the License is distributed on an "AS IS" BASIS,
+ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ See the License for the specific language governing permissions and
+ limitations under the License.

ai-credit-fraud-workflow/data/TabFormer/README.md

@@ -1,3 +1,22 @@
 # IBM TabFormer Dataset
 
-The data needs to be downloaded manually.  Please go https://ibm.ent.box.com/v/tabformer-data/folder/130747715605 and download the "transaction.tgz" file
+The data needs to be downloaded manually.  Please go https://ibm.ent.box.com/v/tabformer-data/folder/130747715605 and download the "transaction.tgz" file
+
+<br/><br/>
+
+## Copyright and License
+Copyright (c) 2024, NVIDIA CORPORATION. All rights reserved.
+
+<br/>
+
+ Licensed under the Apache License, Version 2.0 (the "License");
+ you may not use this file except in compliance with the License.
+ You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing, software
+ distributed under the License is distributed on an "AS IS" BASIS,
+ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ See the License for the specific language governing permissions and
+ limitations under the License.

ai-credit-fraud-workflow/data/TabFormer/raw/README.md

@@ -0,0 +1,18 @@
+<br/><br/>
+
+## Copyright and License
+Copyright (c) 2024, NVIDIA CORPORATION. All rights reserved.
+
+<br/>
+
+ Licensed under the Apache License, Version 2.0 (the "License");
+ you may not use this file except in compliance with the License.
+ You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing, software
+ distributed under the License is distributed on an "AS IS" BASIS,
+ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ See the License for the specific language governing permissions and
+ limitations under the License.

ai-credit-fraud-workflow/docs/background.md

@@ -44,3 +44,22 @@ Laundering.
 
 [<-- Back](../README.md) </br>
 [--> Next: This Workflow](./workflow.md)
+
+<br/><br/>
+
+## Copyright and License
+Copyright (c) 2024, NVIDIA CORPORATION. All rights reserved.
+
+<br/>
+
+ Licensed under the Apache License, Version 2.0 (the "License");
+ you may not use this file except in compliance with the License.
+ You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing, software
+ distributed under the License is distributed on an "AS IS" BASIS,
+ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ See the License for the specific language governing permissions and
+ limitations under the License.

ai-credit-fraud-workflow/docs/datasets.md

@@ -94,3 +94,22 @@ NOTE: Binary encoding and scaling performed using a column transformer, which is
 [<-- Top](../README.md) </br>
 [<-- Back: Workflow](./workflow.md) </br>
 [--> Next: Setup](./setup.md)
+
+<br/><br/>
+
+## Copyright and License
+Copyright (c) 2024, NVIDIA CORPORATION. All rights reserved.
+
+<br/>
+
+ Licensed under the Apache License, Version 2.0 (the "License");
+ you may not use this file except in compliance with the License.
+ You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing, software
+ distributed under the License is distributed on an "AS IS" BASIS,
+ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ See the License for the specific language governing permissions and
+ limitations under the License.

ai-credit-fraud-workflow/docs/run_notebooks.md

@@ -77,3 +77,22 @@ run `notebooks/inference_xgboost_Sparkov.ipynb`
 <hr/>
 
 [<-- Top](../README.md) </br>
+
+<br/><br/>
+
+## Copyright and License
+Copyright (c) 2024, NVIDIA CORPORATION. All rights reserved.
+
+<br/>
+
+ Licensed under the Apache License, Version 2.0 (the "License");
+ you may not use this file except in compliance with the License.
+ You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing, software
+ distributed under the License is distributed on an "AS IS" BASIS,
+ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ See the License for the specific language governing permissions and
+ limitations under the License.

ai-credit-fraud-workflow/docs/setup.md

@@ -189,3 +189,22 @@ Then follow the steps described under section `Launch Jupyter Notebook inside th
 
 [<-- Top](../README.md) </br>
 [<-- Back: Datasets](./datasets.md) </br>
+
+<br/><br/>
+
+## Copyright and License
+Copyright (c) 2024, NVIDIA CORPORATION. All rights reserved.
+
+<br/>
+
+ Licensed under the Apache License, Version 2.0 (the "License");
+ you may not use this file except in compliance with the License.
+ You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing, software
+ distributed under the License is distributed on an "AS IS" BASIS,
+ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ See the License for the specific language governing permissions and
+ limitations under the License.

ai-credit-fraud-workflow/docs/workflow.md

@@ -48,3 +48,22 @@ The above architecture would be typical within a larger financial system where i
 [<-- Top](../README.md) </br>
 [<-- Back: Background](./background.md) </br>
 [--> Next: Datasets](./datasets.md)
+
+<br/><br/>
+
+## Copyright and License
+Copyright (c) 2024, NVIDIA CORPORATION. All rights reserved.
+
+<br/>
+
+ Licensed under the Apache License, Version 2.0 (the "License");
+ you may not use this file except in compliance with the License.
+ You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing, software
+ distributed under the License is distributed on an "AS IS" BASIS,
+ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ See the License for the specific language governing permissions and
+ limitations under the License.