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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gradlew.bat
@rem
@rem Copyright 2015 the original author or authors.
@rem
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@rem you may not use this file except in compliance with the License.
@rem You may obtain a copy of the License at
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@rem

@if "%DEBUG%" == "" @echo off
@rem ##########################################################################
@rem
@rem  Gradle startup script for Windows
@rem
@rem ##########################################################################

@rem Set local scope for the variables with windows NT shell
if "%OS%"=="Windows_NT" setlocal

set DIRNAME=%~dp0
if "%DIRNAME%" == "" set DIRNAME=.
set APP_BASE_NAME=%~n0
set APP_HOME=%DIRNAME%

@rem Resolve any "." and ".." in APP_HOME to make it shorter.
for %%i in ("%APP_HOME%") do set APP_HOME=%%~fi

@rem Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script.
set DEFAULT_JVM_OPTS="-Xmx64m" "-Xms64m"

@rem Find java.exe
if defined JAVA_HOME goto findJavaFromJavaHome

set JAVA_EXE=java.exe
%JAVA_EXE% -version >NUL 2>&1
if "%ERRORLEVEL%" == "0" goto init

echo.
echo ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH.
echo.
echo Please set the JAVA_HOME variable in your environment to match the
echo location of your Java installation.

goto fail

:findJavaFromJavaHome
set JAVA_HOME=%JAVA_HOME:"=%
set JAVA_EXE=%JAVA_HOME%/bin/java.exe

if exist "%JAVA_EXE%" goto init

echo.
echo ERROR: JAVA_HOME is set to an invalid directory: %JAVA_HOME%
echo.
echo Please set the JAVA_HOME variable in your environment to match the
echo location of your Java installation.

goto fail

:init
@rem Get command-line arguments, handling Windows variants

if not "%OS%" == "Windows_NT" goto win9xME_args

:win9xME_args
@rem Slurp the command line arguments.
set CMD_LINE_ARGS=
set _SKIP=2

:win9xME_args_slurp
if "x%~1" == "x" goto execute

set CMD_LINE_ARGS=%*

:execute
@rem Setup the command line

set CLASSPATH=%APP_HOME%\gradle\wrapper\gradle-wrapper.jar

@rem Execute Gradle
"%JAVA_EXE%" %DEFAULT_JVM_OPTS% %JAVA_OPTS% %GRADLE_OPTS% "-Dorg.gradle.appname=%APP_BASE_NAME%" -classpath "%CLASSPATH%" org.gradle.wrapper.GradleWrapperMain %CMD_LINE_ARGS%

:end
@rem End local scope for the variables with windows NT shell
if "%ERRORLEVEL%"=="0" goto mainEnd

:fail
rem Set variable GRADLE_EXIT_CONSOLE if you need the _script_ return code instead of
rem the _cmd.exe /c_ return code!
if  not "" == "%GRADLE_EXIT_CONSOLE%" exit 1
exit /b 1

:mainEnd
if "%OS%"=="Windows_NT" endlocal

:omega
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