Chintan Shah
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7ba7fa320d
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Using pytorch image
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2019-09-07 17:53:46 -04:00 |
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Chintan Shah
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69d6c0e053
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Add Dockerfile
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2019-09-07 17:18:31 -04:00 |
Yaguang
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8c20ca1a9c
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Adds baseline methods for evaluation.
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2019-06-18 13:00:24 -07:00 |
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Yaguang
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37f0734cb4
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Update README.md
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2019-03-18 21:32:57 -07:00 |
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Yaguang
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3caf887484
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Add data example.
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2019-03-17 11:56:55 -07:00 |
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Yaguang
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4344dddc6d
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Add instructions on using HDF5 with python.
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2019-03-17 11:43:30 -07:00 |
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Yaguang
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81b4626193
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Remove unused code.
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2019-01-18 19:00:34 -08:00 |
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Yaguang
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734ecbc138
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Update README.md
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2019-01-12 12:04:28 -08:00 |
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Yaguang
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763eb7af69
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Add pretrained model on PEMS-BAY.
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2019-01-10 17:44:07 -08:00 |
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Yaguang
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ad36deb794
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Update README.md
Add more instructions.
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2019-01-08 11:33:20 -08:00 |
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liyaguang
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c8a676604b
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Add PEMS-BAY configuration.
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2019-01-08 11:21:22 -08:00 |
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Yaguang
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1481b24b1b
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Update README.md
Fix typo in the Graph Construction script (thanks to Zifeng Kang).
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2018-12-24 00:47:17 -08:00 |
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Yaguang
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ac5321fcf7
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Update README.md
Add an additional link for data sharing.
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2018-11-03 11:54:22 -07:00 |
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Yaguang
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a8aa1732a9
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Update README.md
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2018-10-12 13:30:53 -07:00 |
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Yaguang
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d59d44e4f0
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Code refactor.
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2018-10-01 17:45:46 -07:00 |
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Yaguang
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bbc06b6c0c
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Add log level support and load_dataset method.
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2018-10-01 17:45:28 -07:00 |
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Yaguang
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88d9fc86d1
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Update instructions for graph generation.
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2018-10-01 10:54:56 -07:00 |
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Yaguang
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e6645df191
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Update README.
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2018-10-01 09:59:47 -07:00 |
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Yaguang
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2e4b8c868f
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Merge pull request #9 from liyaguang/v2
Upgrading to DCRNN v2.
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2018-10-01 09:56:22 -07:00 |
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Yaguang
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9520e6cf85
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Update pretrained model.
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2018-10-01 09:47:23 -07:00 |
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Yaguang
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e0212cc178
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Update README and requirements.
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2018-09-30 22:15:27 -07:00 |
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Yaguang
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7e05414d99
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Combine Val and Test model.
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2018-09-30 22:14:45 -07:00 |
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Yaguang
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5dc36fed7c
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Refactor DCRNN Model.
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2018-09-30 21:53:40 -07:00 |
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Yaguang
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2f2d748b45
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Add AMSGrad from https://github.com/taki0112/AMSGrad-Tensorflow for stablized Adam Training.
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2018-09-30 21:52:20 -07:00 |
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Yaguang
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e8d6c08db0
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Merge log_helper into utils and change logging mechanism.
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2018-09-26 11:33:21 -07:00 |
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Yaguang
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9ec161543b
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Code refactoring, including data loading, logging, configuration, removing redundant code.
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2018-09-26 11:19:00 -07:00 |
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Yaguang
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80e156c580
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Update README.md
Add data file name.
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2018-07-22 18:55:35 +08:00 |
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Yaguang
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67bd763b18
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Update README.md
Add data file name.
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2018-07-22 18:53:50 +08:00 |
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Yaguang
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17927239a7
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Update the pretrained model and results.
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2018-06-07 11:18:55 +08:00 |
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Yaguang
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e08002d72d
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Update the seq2seq training logic.
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2018-06-07 11:16:33 +08:00 |
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Yaguang
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562514cc30
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Add a more data-efficient training data generation method.
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2018-06-07 10:41:47 +08:00 |
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Yaguang
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e93435c598
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Replace json with yaml for configuration.
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2018-04-18 11:51:35 -07:00 |
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Yaguang
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3e94a0ff0e
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Adds support for python 3.5 and python 3.6.
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2018-04-18 11:50:39 -07:00 |
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Yaguang
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fcdf62d6de
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Update reference.
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2018-03-30 13:42:12 -07:00 |
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Yaguang
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90e39f5a4a
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Update README to include the lat/lon file.
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2018-03-29 17:58:52 -07:00 |
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Yaguang
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82922c8308
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Adds the file containing sensor lat/lon.
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2018-03-29 17:48:51 -07:00 |
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Yaguang
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94b831fc12
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Update dependence and change script name.
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2018-03-29 15:29:46 -07:00 |
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Yaguang
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1063bb995a
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Update dependence.
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2018-03-22 09:42:36 -07:00 |
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Yaguang
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f81e027489
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Adds missing file for generating sensor graph.
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2018-03-21 10:43:48 -07:00 |
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Yaguang
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dad3287945
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Update citation information.
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2018-02-25 20:44:55 -08:00 |
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Yaguang
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c7535e5443
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Initial commit.
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2017-12-07 17:35:50 -08:00 |