Comments (2)
Hey @dengdifan !
Within a university project, my team and I would like to contribute to this issue. If you have any more detailed specifications or hints, we would be glad to get them from you.
Thanks for your work !
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Hi @omeurer,
sorry for the late reply, I am currently working on some other projects these days.
Basically, you could check if you can add a new loss type under this py module: https://github.com/automl/Auto-PyTorch/blob/master/autoPyTorch/pipeline/components/training/losses.py
Then you should attach the new loss to this dict: https://github.com/automl/Auto-PyTorch/blob/master/autoPyTorch/pipeline/components/training/losses.py#L128
Finally, some constraints might be required for this function: https://github.com/automl/Auto-PyTorch/blob/master/autoPyTorch/pipeline/time_series_forecasting.py#L207
if you have any further questions, please let me know.
from auto-pytorch.
Related Issues (20)
- Improve `include_components` documentation HOT 1
- Cannot run time-series example on GPU HOT 1
- Score function error on example code HOT 2
- Prediction on one sample produces error HOT 1
- The predict method of the base task expects to build a logger from a temporary folder
- [Feature request] time series classification HOT 2
- Question about how to maximize the search space HOT 1
- AutoPytorch selects only Dummy model. HOT 4
- Generate a leaderboard for each model?
- ImportError: cannot import name 'AutoNetClassification' from 'autoPyTorch' HOT 1
- I ran autopytrch 0.2 on multiple datasets every time it picks the Dummy model HOT 1
- Error in using command "from autoPyTorch.api.time_series_forecasting import TimeSeriesForecastingTask" HOT 2
- TypeError occurs when import TabularRegressionTask
- Image Classification: API not finished
- Can't install on Google Colab HOT 4
- Errors on running example_tabular_classification.py HOT 1
- Errors installing autoPyTorch HOT 1
- [ERROR] [Client-AutoPyTorch:RefitLogger:1] Prediction for lgb failed with run state StatusType.TIMEOUT.
- Multi-GPU support
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