diff --git a/README.md b/README.md index d78f936..640a50b 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -# DeepTIMe: Deep Time-Index Meta-Learning for Non-stationary Forecasting +# DeepTIMe: Deep Time-Index Meta-Learning for Non-Stationary Time-Series Forecasting
@@ -84,4 +84,13 @@ authors for open-sourcing their work.
* https://github.com/ElementAI/N-BEATS
* https://github.com/zhouhaoyi/Informer2020
-* https://github.com/thuml/Autoformer
\ No newline at end of file
+* https://github.com/thuml/Autoformer
+
+## Citation
+
+Please consider citing if you find this code useful to your research.
+
@article{woo2022deeptime,
+ title={DeepTIMe: Deep Time-Index Meta-Learning for Non-Stationary Time-Series Forecasting},
+ author={Gerald Woo and Chenghao Liu and Doyen Sahoo and Akshat Kumar and Steven C. H. Hoi},
+ year={2022},
+}
\ No newline at end of file
diff --git a/models/DeepTIMe.py b/models/DeepTIMe.py
index e08a490..327f371 100644
--- a/models/DeepTIMe.py
+++ b/models/DeepTIMe.py
@@ -1,3 +1,8 @@
+ # Copyright (c) 2022, salesforce.com, inc.
+ # All rights reserved.
+ # SPDX-License-Identifier: BSD-3-Clause
+ # For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
+
from typing import Optional
import gin
diff --git a/models/modules/feature_transforms.py b/models/modules/feature_transforms.py
index d183838..dcfcdf6 100644
--- a/models/modules/feature_transforms.py
+++ b/models/modules/feature_transforms.py
@@ -1,3 +1,8 @@
+# Copyright (c) 2022, salesforce.com, inc.
+# All rights reserved.
+# SPDX-License-Identifier: BSD-3-Clause
+# For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
+
from typing import List, Optional
import math
diff --git a/models/modules/inr.py b/models/modules/inr.py
index dde2b99..d0b65c5 100644
--- a/models/modules/inr.py
+++ b/models/modules/inr.py
@@ -1,3 +1,8 @@
+# Copyright (c) 2022, salesforce.com, inc.
+# All rights reserved.
+# SPDX-License-Identifier: BSD-3-Clause
+# For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
+
from typing import Optional
import torch
diff --git a/models/modules/regressors.py b/models/modules/regressors.py
index a5615e7..68040b4 100644
--- a/models/modules/regressors.py
+++ b/models/modules/regressors.py
@@ -1,3 +1,8 @@
+# Copyright (c) 2022, salesforce.com, inc.
+# All rights reserved.
+# SPDX-License-Identifier: BSD-3-Clause
+# For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause
+
from typing import Optional
import torch