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Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
Hi @oguiza, I get an error when I try to use the mWDN with a specified wavelet function for multi-step forecasting. I tried a simple code as well and it...

It would be great if there could be an option where we can install a small set of the library `pip install tsai[process-tools]` for those who only work with the...
Currently only the key `return_key=True` is returned, can the `sort_by=['date']` also be returned. The benefit, is that the return key and the date is normally combined to form a unique...
Hi, I've came across a strange issue with the batch transform. The `after_batch` transform is not applied to `dls.valid`. Is this _intended_ behavior? I've replicated the issue with the below...
Hi, I think TCN is a more common architecture than others such as InceptionTime, XceptionTime, etc. for TS Forecasting. So, it will be great if there could also be a...
sorry for my bad English,how to preprocess varying length input data when using TST or other modes ? Thanks !
Hi, when I train the regression model using tsai, I get nan output on my own data, but when I change the arch to TSTPlus the result is normal again....
analogous issue to #406, but for the TCN architecture.
pip install tsai Successfully installed attrs-22.1.0 blis-0.7.8 catalogue-2.0.8 certifi-2022.6.15 charset-normalizer-2.1.1 click-8.1.3 cymem-2.0.6 fastai-2.7.9 fastcore-1.5.22 fastdownload-0.0.7 fastjsonschema-2.16.1 fastprogress-1.0.3 idna-3.3 imbalanced-learn-0.9.0 importlib-resources-5.9.0 jinja2-3.1.2 jsonschema-4.14.0 langcodes-3.3.0 llvmlite-0.39.0 murmurhash-1.0.8 nbformat-5.4.0 numba-0.56.0 pathy-0.6.2 pkgutil-resolve-name-1.3.10 preshed-3.0.7...