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High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI int...

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In current version support of sparse matrixes was unexpectedly depricated and data conversion was switched to `DMatrix` function only, which returns this message if we try to add sparse matrix...

When I use the predict method for inference, xlearn have to loads the model then predict. It may cost a lot of time for online inference. Were it possible to...

Hi, I tried using version 0.40a1 and 0.44 with Python under virtualenv and without. Training goes well. Saving of the model does not happen. Environment: Lubuntu VM [image](https://user-images.githubusercontent.com/3862237/80459373-de727780-8964-11ea-889a-ae1f6ef13579.png)

| (Y) Click | (X) City | |-------|--------| | 1 | London | | 0 | Paris | | 0 | Paris | | 0 | Paris | | 0...

can you pls speed up installation on Windows since majority uses Windows?

the English doc seems to be wrong with respect to csv format

I used XLearn to train the fm model and then parse the generated TXT model (according to the FM formula), but the result of my final prediction is inconsistent with...

Hi authors, First, I'd like thank you all for providing us this useful package! Recently, I have been trying to use the FMModel, but it seems that the model uses...

预测的文件只有one-hot后的featrue(ffm 算法), 没有对应的这样记录的id, 如果有好几百万的数据,两个如何关联啊。 因为只知道分数也意义不大啊(不知道哪个id得的这个分数)。

hi there, when I tried to install xlearn on centos with pip3, it doesn't work.do you know why? thanks a lot. Collecting xlearn Using cached https://files.pythonhosted.org/packages/ab/1b/9ad0093cac05d6f95d3d768bc855804b18723c72120ce45cd930bd303587/xlearn-0.40a1.tar.gz Building wheels for collected...