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Mendeley / mrec

A recommender systems development and evaluation package by Mendeley
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ValueError: floating-point under-/overflow occurred. #11

Open dreamflasher opened 10 years ago

dreamflasher commented 10 years ago

Issuing: mrec_train -n8 --train=filtered_p1_u40_t50.txt.train.matrix.idx --input_format=tsv --outdir p1u40t50

Yields: [2014-06-02 13:44:20,204] INFO: 96556 users and 30924 items [2014-06-02 13:44:20,658] INFO: running 8 tasks in parallel across ipython engines... Traceback (most recent call last): File "/usr/local/anaconda/bin/mrec_train", line 9, in load_entry_point('mrec==0.3.1', 'console_scripts', 'mrec_train')() File "build/bdist.linux-x86_64/egg/mrec/examples/train.py", line 136, in main File "build/bdist.linux-x86_64/egg/mrec/parallel/item_similarity.py", line 39, in run File "/usr/local/anaconda/lib/python2.7/site-packages/IPython/parallel/client/asyncresult.py", line 118, in get raise self._exception IPython.parallel.error.CompositeError: one or more exceptions from call to method: process [3:apply]: ValueError: floating-point under-/overflow occurred. [1:apply]: ValueError: floating-point under-/overflow occurred. [0:apply]: ValueError: floating-point under-/overflow occurred. [5:apply]: ValueError: floating-point under-/overflow occurred.

Usually this happens due to too large regularization learning rate, but there seems to be no option to change the learning rate for SLIM.