| ec06c79 | Jasper Schulz | 30 September 2019, 13:38:32 UTC | Marked test as flaky. (#353) | 30 September 2019, 13:38:32 UTC |
| 62bf164 | Valentin Flunkert | 30 September 2019, 13:20:57 UTC | small fix for binned distribution (#352) | 30 September 2019, 13:20:57 UTC |
| ab0befb | Jasper Schulz | 30 September 2019, 10:58:16 UTC | Started adding code-owners. (#351) | 30 September 2019, 10:58:16 UTC |
| f7ca507 | Valentin Flunkert | 30 September 2019, 09:42:57 UTC | small fixes to box cox (#349) | 30 September 2019, 09:42:57 UTC |
| 169ee70 | Valentin Flunkert | 30 September 2019, 09:40:24 UTC | Improve BinnedDistribution (#350) | 30 September 2019, 09:40:24 UTC |
| 22da305 | Valentin Flunkert | 30 September 2019, 08:08:26 UTC | Introduce ForecastGenerator to wrap mxnet output into forecast object (#348) * Introduce ForecastWrapper to wrap mxnet output into forecast object * rename ForecastWrapper -> ForecastGenerator | 30 September 2019, 08:08:26 UTC |
| 419fc44 | Danielle Robinson | 28 September 2019, 15:01:28 UTC | Adding GP example on synthetic dataset with built-in plotting (#343) * Adding GP example on synthetic dataset with built-in plotting * Fixing black | 28 September 2019, 15:01:28 UTC |
| 8f0291f | Jasper Schulz | 27 September 2019, 13:51:52 UTC | Increased test timeout. (#346) | 27 September 2019, 13:51:52 UTC |
| 6b89c33 | Jasper Schulz | 27 September 2019, 12:37:19 UTC | Adding tests through github action. (#308) | 27 September 2019, 12:37:19 UTC |
| 6992ce8 | Lorenzo Stella | 27 September 2019, 11:58:17 UTC | attempt to fix docs build (#345) | 27 September 2019, 11:58:17 UTC |
| ad76eef | Lorenzo Stella | 27 September 2019, 11:12:08 UTC | add option for feat_static_real (#324) | 27 September 2019, 11:12:08 UTC |
| e5ff6c5 | Jasper Schulz | 26 September 2019, 16:53:36 UTC | Added SageMaker batch transform support. (#317) * Added SageMaker batch transform support. | 26 September 2019, 16:53:36 UTC |
| a97518d | Lorenzo Stella | 25 September 2019, 13:55:19 UTC | Fix DeepState samples tensor shape (#340) * fix deepstate samples tensor shape * address comments * address comment | 25 September 2019, 13:55:19 UTC |
| 29ab758 | Aaron Spieler | 20 September 2019, 13:24:27 UTC | switched to rollforward (#328) * switched to rollforward Timestamps will now be aligned using the rollforward method instead of rollback method. Additionally fixed incorrect comment. * Fixed tests related to rollforward switch. * Fixed formatting issues. | 20 September 2019, 13:24:27 UTC |
| ae8239d | dcmaddix | 19 September 2019, 16:34:29 UTC | Adding FieldNames to artificial dataset module (#326) * Updating the artifical dataset module to use the defautl field names gluonts.dataset.field_names.FieldName as requested in PR 321 * Fixing style check * Removing code blocks that undid the prediction length chopping at end and context_length chopping at beginning | 19 September 2019, 16:34:29 UTC |
| fd544ab | Lorenzo Stella | 19 September 2019, 14:53:00 UTC | fix a wrong reshaping (#330) | 19 September 2019, 14:53:00 UTC |
| c0bc208 | Lorenzo Stella | 19 September 2019, 14:04:57 UTC | Add missing time features for business day frequency (#325) * add missing time features for business day freqency * move things around | 19 September 2019, 14:04:57 UTC |
| 515c45c | Valentin Flunkert | 16 September 2019, 21:40:40 UTC | Manage mxnet context when deserializing predictors (#318) | 16 September 2019, 21:40:40 UTC |
| ff22722 | dcmaddix | 16 September 2019, 21:16:42 UTC | Changed item key to item_id in write_csv_row to reflect changes to the ArtificalDataset in PR #286 (#321) | 16 September 2019, 21:16:42 UTC |
| 1cac4c8 | Syama Rangapuram | 16 September 2019, 19:35:58 UTC | Assert that static cat features are used in case cardinality is explicitly set | 16 September 2019, 21:06:23 UTC |
| f35929a | Valentin Flunkert | 16 September 2019, 20:56:22 UTC | include DistributionForecast and make plot generic (#316) | 16 September 2019, 20:56:22 UTC |
| 4479857 | Jan Gasthaus | 16 September 2019, 17:02:00 UTC | More operators for synthetic data generation (#286) Additional operators for generating synthetic data set, as well as minor changes to the synthetic data generation API. | 16 September 2019, 17:02:00 UTC |
| 96ea70d | Valentin Flunkert | 16 September 2019, 08:38:14 UTC | include quantile function in distribution (#314) | 16 September 2019, 08:38:14 UTC |
| c2fbb47 | Valentin Flunkert | 15 September 2019, 20:58:45 UTC | make tensors and distributions serializable (#312) * make tensors and distributions serializable * make accuracy test for DeepFactor less strict | 15 September 2019, 20:58:45 UTC |
| f20cf9e | Jasper Schulz | 12 September 2019, 16:13:48 UTC | Pytest-timeout==1.3; removes warnings from logs. (#306) | 12 September 2019, 16:13:48 UTC |
| 17897ce | Jasper Schulz | 12 September 2019, 16:13:30 UTC | Flask~=1.1; removes some warnings. (#307) | 12 September 2019, 16:13:30 UTC |
| ce8c3e5 | Jasper Schulz | 12 September 2019, 15:22:01 UTC | Create black.yml (#305) | 12 September 2019, 15:22:01 UTC |
| 6ca5d5d | dcmaddix | 10 September 2019, 11:43:23 UTC | Added documentation and tests for Deep Factor https://github.com/awslabs/gluon-ts/issues/290 (#297) | 10 September 2019, 11:43:23 UTC |
| cc7f36a | Thomas DENIMAL | 10 September 2019, 10:48:38 UTC | fixed bug when changing default activation function in wavenet #295 (#299) | 10 September 2019, 10:48:38 UTC |
| 48099c6 | Lorenzo Stella | 09 September 2019, 19:27:04 UTC | fix numerical issue with negative binomial distribution (#288) * fix numerical issue with negative binomial distribution * fix docstring * add missing header | 09 September 2019, 19:27:04 UTC |
| 2394ce5 | Konstantinos Benidis | 07 September 2019, 10:43:54 UTC | fixes fieldname issues (#292) * fixed fieldname and calc_stats | 07 September 2019, 10:43:54 UTC |
| 76f0d27 | Syama Sundar Rangapuram | 06 September 2019, 11:27:48 UTC | Bring deep state to gluon-ts (#229) * Add deep state space model * [Deepstate] address numerical stability (resulting from excess padding), add time features * [Deepstate] Add the missing headers * Addressing review comments * [Deepstate] correct typo in docstring * [Deepstate] Add reference for deep state in Bibliography; fix doc string | 06 September 2019, 11:27:48 UTC |
| 0c64a03 | Jasper Schulz | 05 September 2019, 13:00:41 UTC | Added Dockerfile. (#285) | 05 September 2019, 13:00:41 UTC |
| fb041e4 | Jasper Schulz | 02 September 2019, 13:47:38 UTC | Fixed ProcessStartField. (#277) | 02 September 2019, 13:47:38 UTC |
| 4d044a2 | dcmaddix | 30 August 2019, 21:18:11 UTC | Deep Factor [WIP] (#271) * add deep factor * Modified shape documentation and test case for Deep Factor, so the metrics for electricity are approx 0.26 * add missing headers * Added __init__ file to DeepFactor to match those of other models | 30 August 2019, 21:18:11 UTC |
| 8721e92 | Lorenzo Stella | 30 August 2019, 09:41:42 UTC | fix pandas warnings in dataset generation (#270) * fix pandas warnings in dataset generation * use frequency_add | 30 August 2019, 09:41:42 UTC |
| 95201b0 | Lorenzo Stella | 29 August 2019, 21:02:40 UTC | fix mistake in notebook (#269) | 29 August 2019, 21:02:40 UTC |
| ed3fa81 | Lorenzo Stella | 28 August 2019, 15:37:15 UTC | make item_id field uniform across predictors (#268) * make item_id field uniform across predictors * simplify code | 28 August 2019, 15:37:15 UTC |
| aa579b9 | Jasper Schulz | 28 August 2019, 14:59:02 UTC | Update lag.py (#266) Updated error message. | 28 August 2019, 14:59:02 UTC |
| e3fc99f | Jasper Schulz | 28 August 2019, 01:47:50 UTC | Removed `get_granularity`. (#265) Replaced with `pandas.tseries.frequencies.to_offset`. Relates to: #264 | 28 August 2019, 01:47:50 UTC |
| 7ef55e4 | Valentin Flunkert | 27 August 2019, 15:09:04 UTC | Improvements for wavenet and some utils (#262) - introduce train_window_length to make convolutions more efficient during training - make model hybridizable | 27 August 2019, 15:09:04 UTC |
| 4740da0 | Lorenzo Stella | 23 August 2019, 18:00:50 UTC | Fix shapes in CanonicalNetworkBase (#254) * harden test * fix scale shape * sort out tests better | 23 August 2019, 18:00:50 UTC |
| 4d710b0 | Lorenzo Stella | 23 August 2019, 15:04:18 UTC | update sphinx to 1.7.9 (#256) | 23 August 2019, 15:04:18 UTC |
| ac8fc9b | Lorenzo Stella | 23 August 2019, 14:48:45 UTC | fix issue with MultivariateGaussianOutput (#257) | 23 August 2019, 14:48:45 UTC |
| 40e2de6 | Jasper Schulz | 23 August 2019, 02:16:25 UTC | Fix yearly freq in process start field. (#253) * Fix yearly freq in process start field. * Added rollback for business day freq. | 23 August 2019, 02:16:25 UTC |
| 657efde | dcmaddix | 22 August 2019, 04:32:07 UTC | Reformatted math equations for the log_prob method of the GaussianProcess class (#252) | 22 August 2019, 04:32:07 UTC |
| 6072fd9 | Alexander Alexandrov | 21 August 2019, 23:41:00 UTC | Fix documentation and enforce stricter doc builds (#226) - Remove Sphinx warnings and enable the `-W` Sphinx option in the docs build in order to avoid introduction of Sphinx warnings in the future. - Fix `__module__` for all `__init__` imports in order to resolve Sphinx errors caused by ambiguous cross-references. - Remove `docs/api/gluonts` from version control and synthesize them as part of the build process. - Generate one file in `docs/api/gluonts` per module. - Add a **References** section with bibliography references. - Add a menu link to the **Development Setup** section. - Remove orphaned **Quick Start** section. | 21 August 2019, 23:41:00 UTC |
| 261ee9f | Bernie Wang | 19 August 2019, 22:53:01 UTC | fix the shape error of the canonical network (#251) | 19 August 2019, 22:53:01 UTC |
| 9ff2fa1 | Bernie Wang | 16 August 2019, 21:35:07 UTC | fix the empty item list (#249) | 16 August 2019, 21:35:07 UTC |
| 83d0395 | Jasper Schulz | 16 August 2019, 21:13:23 UTC | Update __main__.py (#250) Fix error logging. | 16 August 2019, 21:13:23 UTC |
| 49e13b0 | Jasper Schulz | 16 August 2019, 00:55:41 UTC | Added error message to top of failure file. (#248) | 16 August 2019, 00:55:41 UTC |
| 47f272c | Jasper Schulz | 16 August 2019, 00:25:56 UTC | Adding failure information to failure file. (#247) | 16 August 2019, 00:25:56 UTC |
| 68bee6d | Jasper Schulz | 14 August 2019, 02:14:17 UTC | Black everything. (#244) | 14 August 2019, 02:14:17 UTC |
| 09dc692 | Jasper Schulz | 14 August 2019, 00:48:34 UTC | GluonTSException bypass fallback. | 14 August 2019, 01:07:06 UTC |
| 23e7a09 | Jasper Schulz | 13 August 2019, 22:47:25 UTC | Made `fallback` process-safe. Added ConstantValuePredictor. | 13 August 2019, 23:01:29 UTC |
| 18bd199 | Jasper Schulz | 13 August 2019, 19:14:53 UTC | Fix shell to have a canonical freq key in hyperparameters. | 13 August 2019, 19:50:56 UTC |
| 20aaa71 | Jasper Schulz | 13 August 2019, 19:13:57 UTC | Fix mean predictor. Forecasts always start at the end of the whole target. | 13 August 2019, 19:50:56 UTC |
| 99b0271 | Jasper Schulz | 13 August 2019, 19:12:29 UTC | Added fallback predictor and decorator. | 13 August 2019, 19:50:56 UTC |
| b2d7517 | Jasper Schulz | 13 August 2019, 19:10:27 UTC | Added `predict_item` to RepresentablePredictor and adapted subclasses. (#240) * Added `predict_item` to RepresentablePredictor and adapted subclasses. Addresses #238. Also added a way to create a MeanPredictor based on an existing Predictor. | 13 August 2019, 19:10:27 UTC |
| 43ca1b7 | Jasper Schulz | 13 August 2019, 16:51:56 UTC | Adapted mean predictor to use random samples. (#239) * Adapted mean predictor to use random samples. | 13 August 2019, 16:51:56 UTC |
| ffe17d5 | Gaurav Chauhan | 13 August 2019, 00:13:18 UTC | fix #234: Added method to fixup non json-spec compliant floats to make the resp… (#236) * Added method to fixup non json-spec compliant floats to make the response json compliant | 13 August 2019, 00:13:18 UTC |
| 3ad0216 | Jasper Schulz | 13 August 2019, 00:09:12 UTC | Moved simple predictors to a distinct model folder. (#237) | 13 August 2019, 00:09:12 UTC |
| c93445a | Jasper Schulz | 12 August 2019, 23:27:27 UTC | Fixed backtest test. (#235) | 12 August 2019, 23:27:27 UTC |
| e14ad69 | Konstantinos Benidis | 09 August 2019, 12:18:44 UTC | Fix num_eval_samples (#232) rename `num_eval_samples` to `num_parallel_samples` and fix some documentation | 09 August 2019, 12:18:44 UTC |
| 096b1cc | Jasper Schulz | 08 August 2019, 23:02:30 UTC | Removed logging for ping. (#233) | 08 August 2019, 23:02:30 UTC |
| c0be26b | Lorenzo Stella | 07 August 2019, 21:25:04 UTC | Bump pandas version and remove timestamp workarounds (#230) * bump pandas version, remove workaround * removed workaround in npts as well * fix mistake | 07 August 2019, 21:25:03 UTC |
| 9a1fd93 | Jasper Schulz | 01 August 2019, 15:55:03 UTC | Added throughput logging for inference. (#228) | 01 August 2019, 15:55:03 UTC |
| 3d5b962 | Alexander Alexandrov | 26 July 2019, 15:01:41 UTC | Add utilities for shell tests Can be used to test SageMaker integration of different models. Demonstrated by the `test_shell` module that tests the shell itself. | 29 July 2019, 16:21:05 UTC |
| 3b34f5e | Alexander Alexandrov | 29 July 2019, 14:37:45 UTC | More flexible shell.serve API Introduces the following changes to the `serve` API in order to improve testability. - The `run_inference_server` is refactored as a factory method called `make_gunicorn_app` and now only constructs and returns the gunicorn instance but does not run it. - The `Settings` instance is now passed explicitly as a `make_gunicorn_app` parameter. - Add a `ServerFacade` wrapper class to `shell.serve`. Provides methods that abstract the REST API of a Gunicorn inference server. | 29 July 2019, 16:21:05 UTC |
| 432a85e | Alexander Alexandrov | 26 July 2019, 14:24:00 UTC | Add `MeanPredictor` to `model.testutil` Also change the `MeanEstimator` parameter from `num_samples` to `num_eval_samples` in alignment with the rest of the codebase. | 29 July 2019, 12:39:12 UTC |
| 9cce120 | Alexander Alexandrov | 25 July 2019, 14:22:59 UTC | Add support for artificial datasets in the dataset repository - Add support for `ArtificialDataset`-based datasets in the dataset repository through a new `generate_artificial_dataset` function. - Add `constant` as alias for the `ConstantDataset()`. | 25 July 2019, 17:07:19 UTC |
| 4f79513 | Alexander Alexandrov | 25 July 2019, 14:15:05 UTC | Minor changes in the `shell.sagemaker` package - Factor out `map_dct_values` as a `support.util` method. - Throw an assertion error if the `freq` key is not present after loading the hyperparamters dictionary. - Add encoding support for sagemaker hyperparamter dictionaries. - Pass `base` parameter as `Path` in `TrainPaths` and `ServePaths`. | 25 July 2019, 17:07:19 UTC |
| e19bf0c | Alexander Alexandrov | 25 July 2019, 14:05:01 UTC | Improvements in the `core` package - Equality comparisons that recurse in dictionary and list values. - Support for encoding and equality comparisons of numpy arrays and data types. | 25 July 2019, 17:07:19 UTC |
| 93d7a56 | Alexander Alexandrov | 25 July 2019, 14:26:08 UTC | Serialize training metrics through the logger | 25 July 2019, 17:07:19 UTC |
| ea8b748 | Alexander Alexandrov | 25 July 2019, 16:23:23 UTC | Add missing headers | 25 July 2019, 17:07:10 UTC |
| ce262e1 | Alexander Alexandrov | 25 July 2019, 16:18:48 UTC | Add a script to check and format license headers | 25 July 2019, 17:07:10 UTC |
| a2cc866 | nllosse | 23 July 2019, 11:52:55 UTC | Minor code style fixes (#220) * fix type hinting in backtest_metrics * replace assertion with regular Exception | 23 July 2019, 11:52:55 UTC |
| a6d7e2b | Alexander Alexandrov | 22 July 2019, 17:08:45 UTC | Align MXNet version range in conda and docs (#217) | 22 July 2019, 17:08:45 UTC |
| 2527812 | Alexander Alexandrov | 22 July 2019, 12:08:44 UTC | Unify logging format in shell | 22 July 2019, 13:05:47 UTC |
| d83e584 | Jasper Schulz | 22 July 2019, 09:23:07 UTC | Commit quantile output format. Now quantiles are a dict with quantile-name -> values. | 22 July 2019, 12:08:14 UTC |
| 1f499aa | Alexander Alexandrov | 22 July 2019, 10:04:08 UTC | Exclude MXNet 1.5.* from allowed requirements Seems that GluonTS has an issue with the new MXNet version. | 22 July 2019, 10:16:15 UTC |
| b8be837 | Lorenzo Stella | 19 July 2019, 16:08:37 UTC | minor fix to installation docs (#210) | 19 July 2019, 16:08:37 UTC |
| d05eaf6 | Konstantinos Benidis | 19 July 2019, 15:53:26 UTC | Transformer (#206) Added transformer model, tests and evaluations | 19 July 2019, 15:53:26 UTC |
| df7b5bd | Alexander Alexandrov | 19 July 2019, 11:22:15 UTC | Bump up `setuptools_scm` version | 19 July 2019, 13:49:46 UTC |
| 35a3bbf | Bernie Wang | 19 July 2019, 01:07:52 UTC | add one more legacy frequency key (#208) | 19 July 2019, 01:07:52 UTC |
| 2843761 | Konstantinos Benidis | 17 July 2019, 13:16:31 UTC | fix mistake in example (#204) | 17 July 2019, 13:16:31 UTC |
| efe39f7 | Konstantinos Benidis | 17 July 2019, 13:13:31 UTC | fix readme links and tutorial titles (#203) | 17 July 2019, 13:13:31 UTC |
| d6bc546 | Alexander Alexandrov | 17 July 2019, 11:56:22 UTC | Enable string normalization for black (#202) Enforces double-quoted strings, except for cases where the string content itself contains a double-quote, in which case single-quoted strings are kept unchanged. | 17 July 2019, 11:56:22 UTC |
| 4d5c505 | Alexander Alexandrov | 16 July 2019, 16:44:14 UTC | Log package and model version in the shell | 17 July 2019, 11:25:55 UTC |
| 256a6c2 | Alexander Alexandrov | 16 July 2019, 12:26:31 UTC | Better names for the Prophet tests | 17 July 2019, 08:34:41 UTC |
| 12d2957 | Lorenzo Stella | 17 July 2019, 07:56:06 UTC | fix docstrings and numpy warnings (#201) | 17 July 2019, 07:56:06 UTC |
| 31fa340 | Lorenzo Stella | 16 July 2019, 16:22:14 UTC | fix pandas warnings on npts (#198) | 16 July 2019, 16:22:14 UTC |
| 1d9033d | Lucas Roberts | 16 July 2019, 16:04:22 UTC | TST: add unit tests for mean, stddev, and variance for some (#182) * TST: add unit tests for mean, stddev, and variance for some * TST: add unit tests for mean, stddev, and variance for some * TST: add changes from CR and reformat via `black` Note: the .gitignore and the test_distribution_methods.py files are the changes for the commit. The remaining changes are purely formatting changes from black tool. * FMT: add black changes from upgrade 18.6b4 to 19.3b0 * TST: bring `atol` to 11 b/c 2 was not precise enough | 16 July 2019, 16:04:22 UTC |
| 06ad01a | Alexander Alexandrov | 16 July 2019, 11:09:39 UTC | Configurable inference server address and timeout | 16 July 2019, 11:24:37 UTC |
| 97470e8 | Lorenzo Stella | 13 July 2019, 19:13:54 UTC | fix deepar docstring (#195) * fix deepar docstring * Update src/gluonts/model/deepar/_estimator.py | 13 July 2019, 19:13:54 UTC |
| 966cfee | Jasper Schulz | 12 July 2019, 09:53:15 UTC | Fixed path requirements for shell serve. (#194) | 12 July 2019, 09:53:15 UTC |
| c11513d | Alexander Alexandrov | 11 July 2019, 13:58:36 UTC | Simplify Prophet wrapper - Rename input parameter from `prophet` to `prophet_params`. - Remove fallback logic in case of inputs with NaNs. - Remove dummy ProphetEstimator class. | 11 July 2019, 16:35:45 UTC |
| 63d2518 | Jasper Schulz | 11 July 2019, 09:53:24 UTC | ContentType is optional. (#192) | 11 July 2019, 09:53:24 UTC |
| 91de798 | Jasper Schulz | 10 July 2019, 12:44:36 UTC | Refactored metric printing. (#188) | 10 July 2019, 12:44:36 UTC |
| 39b72c1 | Jasper Schulz | 10 July 2019, 12:44:08 UTC | Update README.md (#189) Added badges to readme. | 10 July 2019, 12:44:08 UTC |
