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A high-level machine learning and deep learning library for the PHP language.

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Hello again, This pr introduces the Random image rotation transformer, a very important one imo. The constructor gets the maximum degrees of rotation and then it applies it to the...

Hello, This is my first pr and I want to start off by saying I am really happy I discovered this project! This pr includes a small fix for the...

Hello. **How to make predictions via LSTM type recurrent neural networks algorithm ???** _We don't see anywhere in the documentation how to use LSTM-like recurrent neural networks._ **How do LSTM...

enhancement

So it took me ages to figure out the WHY, but I finally pinpointed some extremely weird behavior. Namely, here's the simples code that reproduces the issue: ```php $dataset =...

bug
help wanted

Hi, I have question, is it possible to make the model dynamic. So basicly trained online. That is, data is continually entering the system and we're incorporating that data into...

question

Hello, I have a PersistentModel with MultilayerPerceptron and I trained this model before. I have another dataset which has more than 500.000 rows. I want to train a model that...

question

Hi, maybe this is meant to happen not sure. sometimes when i add more features or change the alpha 'L2 regularization', random new classes will be created. I'm assuming that...

Hi, I am working with NB, but I get this error: Fatal error: Uncaught Rubix\ML\Exceptions\InvalidArgumentException: Naive Bayes (priors: [spam: 0.3, not spam: 0.7], smoothing: 2.5) is incompatible with continuous data...

question

Hey, this isn't a pressing issue for me as i'm happy to use the other optimisers which are working fine. With some settings i occasionally get some errors from what...

Would you be interested in a variant to NB that is more recent and performant? Rennie, J. D., Shih, L., Teevan, J., & Karger, D. R. (2003). Tackling the poor...

enhancement