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Design issue for consolidating thoughts on how to map weight handling and fine-tuning for FM on the forecaster interface.
I've summarized the conceptual model involving fitting and fine-tuning, and…
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pytorch-forecasting 1.0.0
lightning 2.0.3
Python version: 3.10.9
- Operating System: iOS 13.x
I am trying to do classification with FusionTransformer. I saw in a table that it is sup…
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Thank you for developing this package. This is awesome. Can we add xgboost into this hybridforecast. Most of the winning solutions for forecasting competitions having xgboost models in them. So that t…
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Nice package, I have been looking for methods for heteroskedastic distribution prediction! (see https://github.com/sktime/skpro/issues/7)
More generally, I think `rolch` would fit the scope of skpr…
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- PyTorch-Forecasting version: 0.10.2
- PyTorch version1.13.0
- Python version: 3.9.15
- Operating System: Ubuntu 22.04.1 LTS
### Expected behavior
I executed TimeSeriesDataSet with a len 1 …
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Hello,
I noted the existence of the function `fit_trend` that returns a regressor matrix and polynomial coefficients of some pre-specified order n. I was wondering if a similar function existed to …
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Dear Maintainer,
I hope this message finds you well.
I am writing to you regarding your outstanding work on the tsai project, which has been instrumental in maintaining state-of-the-art models f…
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International Stock Return Predictability and Asset Pricing Models
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3728206
International Asset Allocation With Regime Shifts
https://www0.gsb.c…
msz13 updated
1 month ago
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Cross-validator should be date-time aware to avoid train/test information leakage. Currently the cross-validator is separated from date-time target information and lags.
Currently, date-time target…
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In renewables forecasting, we care about wind speed, solar irradiation at the location of single wind/solar parks. ECMWF IFS with its 0.1deg resolution gives us good forecast performance, but anything…