ourownstory / neural_prophet

NeuralProphet: A simple forecasting package
https://neuralprophet.com
MIT License
3.83k stars 473 forks source link

[devops] Limit Pytorch Lightning to < 2.4.0 #1633

Closed ourownstory closed 1 month ago

ourownstory commented 1 month ago

Updating poetry lock for consistent dev environment.

github-actions[bot] commented 1 month ago

Model Benchmark

Benchmark Metric main current diff
YosemiteTemps MAE_val 0.59734 0.58159 -2.64% :white_check_mark:
YosemiteTemps RMSE_val 0.88884 0.86935 -2.19% :white_check_mark:
YosemiteTemps Loss_val 0.00046 0.00044 -4.33% :white_check_mark:
YosemiteTemps train_loss 0.00126 0.0012 -4.44% :white_check_mark:
YosemiteTemps reg_loss 0 0 0.0% :white_check_mark:
YosemiteTemps MAE 0.97461 0.94811 -2.72% :white_check_mark:
YosemiteTemps RMSE 1.70806 1.66847 -2.32% :white_check_mark:
YosemiteTemps Loss 0.00126 0.0012 -4.44% :white_check_mark:
YosemiteTemps time 141.784 140.09 -1.19% :white_check_mark:
EnergyPriceDaily MAE_val 5.64247 5.42935 -3.78% :white_check_mark:
EnergyPriceDaily RMSE_val 7.19972 6.88991 -4.3% :white_check_mark:
EnergyPriceDaily Loss_val 0.02893 0.02655 -8.24% :tada:
EnergyPriceDaily train_loss 0.02957 0.02758 -6.73% :tada:
EnergyPriceDaily reg_loss 0 0 0.0% :white_check_mark:
EnergyPriceDaily MAE 6.39654 6.15242 -3.82% :white_check_mark:
EnergyPriceDaily RMSE 8.56207 8.26192 -3.51% :white_check_mark:
EnergyPriceDaily Loss 0.02936 0.02739 -6.73% :tada:
EnergyPriceDaily time 40.3544 40.16 -0.48% :white_check_mark:
AirPassengers MAE_val 30.8306 30.081 -2.43% :white_check_mark:
AirPassengers RMSE_val 31.8167 30.9826 -2.62% :white_check_mark:
AirPassengers Loss_val 0.01301 0.01234 -5.17% :tada:
AirPassengers train_loss 0.00071 0.00071 -0.86% :white_check_mark:
AirPassengers reg_loss 0 0 0.0% :white_check_mark:
AirPassengers MAE 6.88169 6.86203 -0.29% :white_check_mark:
AirPassengers RMSE 8.92083 8.81789 -1.15% :white_check_mark:
AirPassengers Loss 0.00076 0.00074 -2.27% :white_check_mark:
AirPassengers time 10.2562 9.96 -2.89% :white_check_mark:
PeytonManning MAE_val 0.35533 0.35447 -0.24% :white_check_mark:
PeytonManning RMSE_val 0.50396 0.50324 -0.14% :white_check_mark:
PeytonManning Loss_val 0.01802 0.01796 -0.32% :white_check_mark:
PeytonManning train_loss 0.01466 0.01461 -0.3% :white_check_mark:
PeytonManning reg_loss 0 0 0.0% :white_check_mark:
PeytonManning MAE 0.34756 0.34738 -0.05% :white_check_mark:
PeytonManning RMSE 0.4945 0.49347 -0.21% :white_check_mark:
PeytonManning Loss 0.01465 0.01461 -0.3% :white_check_mark:
PeytonManning time 26.0599 25.07 -3.8% :white_check_mark:
Model training plots ## Model Training ### PeytonManning ![](https://asset.cml.dev/a6fd253ad70d1ea725584e3387378a294a5cefaf?cml=svg%2Bxml&cache-bypass=f853ef3b-9933-408c-9399-f79f4ffcff4e) ### YosemiteTemps ![](https://asset.cml.dev/c01ef2924b8373a1bb69b53e7b632bd70355a29c?cml=svg%2Bxml&cache-bypass=cc16f9a2-2e13-4825-bd30-d5c8af809536) ### AirPassengers ![](https://asset.cml.dev/af891595d780e318a7f6dd4b7b8cb6f884daeb08?cml=svg%2Bxml&cache-bypass=a508ffa2-36c4-4174-82e8-3944ada58bcb) ### EnergyPriceDaily ![](https://asset.cml.dev/a6b0b858cc3f2d3e3f2259d5c0f0dd15f0eb3a85?cml=svg%2Bxml&cache-bypass=b980702b-33f9-4fa2-9163-eaa0847833e4)