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