Re: [scikit-learn] Inclusion of an LSTM Classifier
I've created a couple of scikit-learn compatible wrappers and model generators for scikit-multilearn: http://scikit.ml/multilabeldnn.html Depends on what library you prefer, here's some examples on how to use LSTMs via: - Keras: https://medium.com/@dclengacher/keras-lstm-recurrent-neural-networks-c1f5febde03d - pyTorch: https://pytorch.org/tutorials/beginner/nlp/sequence_models_tutorial.html Just create a relevant model generating function, take a wrapper from scikit-multilearn, and put it into the scikit pipeline anyway you want. Best, Piotr Szymanski Scikit-multilearn Maintainer On Sun, Feb 17, 2019 at 7:55 PM David Burns wrote: > There is an sklearn wrapper for Keras models in the Keras library. That's > an easy way to use LSTM in sklearn. Also the sklearn estimator API is > pretty easy to figure out if you want to roll your own wrapper for any > model really. > ___ > scikit-learn mailing list > scikit-learn@python.org > https://mail.python.org/mailman/listinfo/scikit-learn > -- Piotr Szymański nied...@gmail.com ___ scikit-learn mailing list scikit-learn@python.org https://mail.python.org/mailman/listinfo/scikit-learn
Re: [scikit-learn] Inclusion of an LSTM Classifier
There is an sklearn wrapper for Keras models in the Keras library. That's an easy way to use LSTM in sklearn. Also the sklearn estimator API is pretty easy to figure out if you want to roll your own wrapper for any model really. ___ scikit-learn mailing list scikit-learn@python.org https://mail.python.org/mailman/listinfo/scikit-learn
Re: [scikit-learn] Fw: Inclusion of an LSTM Classifier
Hi, Thank you for the suggestion. Such an approach is a deep-learning approach, and is out-of-scope for scikit-learn: https://scikit-learn.org/stable/faq.html#why-is-there-no-support-for-deep-or-reinforcement-learning-will-there-be-support-for-deep-or-reinforcement-learning-in-scikit-learn Best, Gaël On Sun, Feb 17, 2019 at 09:18:04AM +, Yash Raj Rai wrote: > ━━━ > From: Yash Raj Rai > Sent: Sunday, February 17, 2019 2:34 PM > To: scikit-learn@python.org > Subject: Inclusion of an LSTM Classifier > Hello > I wanted to know if there are any on-going projects on LSTM Classifier model > in > sklearn. If no, is there any possibility of its inclusion in the library? > Is there anything beyond the contributor's guidelines that I need to know for > the introduction of a new model? > Than you. > ___ > scikit-learn mailing list > scikit-learn@python.org > https://mail.python.org/mailman/listinfo/scikit-learn -- Gael Varoquaux Senior Researcher, INRIA Parietal NeuroSpin/CEA Saclay , Bat 145, 91191 Gif-sur-Yvette France Phone: ++ 33-1-69-08-79-68 http://gael-varoquaux.infohttp://twitter.com/GaelVaroquaux ___ scikit-learn mailing list scikit-learn@python.org https://mail.python.org/mailman/listinfo/scikit-learn
[scikit-learn] Fw: Inclusion of an LSTM Classifier
From: Yash Raj Rai Sent: Sunday, February 17, 2019 2:34 PM To: scikit-learn@python.org Subject: Inclusion of an LSTM Classifier Hello I wanted to know if there are any on-going projects on LSTM Classifier model in sklearn. If no, is there any possibility of its inclusion in the library? Is there anything beyond the contributor's guidelines that I need to know for the introduction of a new model? Than you. ___ scikit-learn mailing list scikit-learn@python.org https://mail.python.org/mailman/listinfo/scikit-learn
