Revision 797b6de0a5bdd17ab3ec49eec789376114a46cec authored by Dennis Bader on 07 November 2021, 13:55:51 UTC, committed by GitHub on 07 November 2021, 13:55:51 UTC
* added tff.py for TFFModel * savepoint switching to master * TFT with MixedCovariates * savepoint software update * checked tft_submodels * original model performs well * all submodels checked and ready * new tft submodels work as original TFT * github test * adapted forward for fitting with darts * predict returns output but issue with target scaling * fixed bug in _produce_train_output(), now predictions look much better * train and prediction work * TFT now supports variable prediction lengths * added multivariate TFT forecast support * added model docstrings * general clean up of unnecessary variables and code * removed files used for building the model * added TFTModel to README.md * added probabilistic forecasting support for TFT with likelihood models * minor docstring fixes * fixed error from testing with MixedCovariatesInferenceDataset for regression models * removed unused changes in darts/utils/data/inference_dataset.py * Revert "removed unused changes in darts/utils/data/inference_dataset.py" This reverts commit a8521cc545007cafdeab184a281595475cdf020f. * remove unused changes in darts/utils/data/inference_dataset.py * added TFT unit tests * cleaned up unused features in TFT unit test * fixed *args to predict() method for model.historical_forecastings() * solve an issue with Cuda * made compatible with pandas==1.3.0 and statsmodels==0.13.0 * added package pytorch-forecasting>=0.9.1 * added submodels from pytorch-forecasting * removed pytorch-forecasting dependency and applied part of PR review suggestions * Feat/quantile loss as likelihood (#526) * applied changes from PR review Co-authored-by: Julien Herzen <julien.herzen@unit8.co> Co-authored-by: Julien Herzen <j.herzen@gmail.com>
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conda_recipe | ||
darts | ||
datasets | ||
docs | ||
examples | ||
gradle | ||
requirements | ||
static | ||
.bumpversion.cfg | -rw-r--r-- | 254 bytes |
.dockerignore | -rw-r--r-- | 48 bytes |
.gitattributes | -rw-r--r-- | 154 bytes |
.gitignore | -rw-r--r-- | 314 bytes |
CHANGELOG.md | -rw-r--r-- | 27.1 KB |
CONTRIBUTING.md | -rw-r--r-- | 2.4 KB |
Dockerfile | -rw-r--r-- | 389 bytes |
LICENSE | -rw-r--r-- | 11.1 KB |
MANIFEST.in | -rw-r--r-- | 19 bytes |
README.md | -rw-r--r-- | 13.3 KB |
build.gradle | -rw-r--r-- | 4.6 KB |
coverage.sh | -rwxr-xr-x | 556 bytes |
gradlew | -rwxr-xr-x | 5.6 KB |
gradlew.bat | -rw-r--r-- | 2.9 KB |
make_dists.sh | -rwxr-xr-x | 232 bytes |
pyproject.toml | -rw-r--r-- | 104 bytes |
settings.gradle | -rw-r--r-- | 27 bytes |
setup.cfg | -rw-r--r-- | 117 bytes |
setup.py | -rw-r--r-- | 2.0 KB |
setup_u8darts.py | -rw-r--r-- | 2.2 KB |
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