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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
In 01a_MultiClass_MultiLabel_TSClassification.ipynb There is an error: --------------------------------------------------------------------------- ValueError Traceback (most recent call last) [](https://localhost:8080/#) in () 1 learn = ts_learner(dls, InceptionTimePlus, metrics=accuracy_multi) ----> 2 learn.lr_find() 3 # dls 19 frames...
Hi, I have a dataset with a sequence of continuous and categorical variables. The aim is to classify these sequences. I searched the tutorials notebooks but I can't find an...
I wanted to submit a pull request to add this, but not sure where to put it. I propose adding Label Distribution Smoothing (LDS) recently presented by Yang et. al...
### Discussed in https://github.com/timeseriesAI/tsai/discussions/345 Originally posted by **shayp** December 27, 2021 I'm having difficulties running prediction on a new test data set on MultiInputNet (TabModel and tsmodel). Iv'e Created dl...
Following the example on the documentation (https://timeseriesai.github.io/tsai/models.MultiInputNet.html), I tried generating a MultiInputNet model, feeding it with a mixed dls: ``` tf = build_ts_model(TSTPlus, dls = dls_ts, ks = ks, n_layers...
TS2VEC
I am wondering if you are interested in implementing TS2Vec(https://arxiv.org/abs/2106.10466). This is pretty new and they claimed that they had achieved better results on USC datasets than TST , Inception...
On trying to save a model that uses a dataloader from `TSMetaDatasets(TSMetaDataset)`, I got the following error: ``` Traceback (most recent call last): File "cli.py", line 15, in cli() File...
Hola Ignacio, great work on this repository. Makes the implementation of models really easy and convenient. A suggestion from my side would be the implmentation of ensemble learning for things...
The function init_linear() is called call in layers.py Conv2d, but I can't find where it was defined. Could someone help me. Thanks.
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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