Re: strange array size problem

2013-10-18 Thread chip9munk
On Friday, October 18, 2013 5:37:14 PM UTC+2, Robert Kern wrote: > The numpy-discussion mailing list is probably the best place to ask. I > recommend > > posting a complete working example (with data) that demonstrates the problem. > > Use pastebin.com or a similar service if necessary. > >

Re: strange array size problem

2013-10-18 Thread Oscar Benjamin
On 18 October 2013 16:52, wrote: > Interesting! > rank of the whole minus last row > numpy.linalg.matrix_rank(users_elements_matrix[:,0:42]) is 42 > > but also rank of whole is > numpy.linalg.matrix_rank(users_elements_matrix[:,0:43]) is 42 > > but what does that mean?! It means that the additio

Re: strange array size problem

2013-10-18 Thread chip9munk
On 18.10.2013 18:05, Oscar Benjamin wrote: It means that the additional column is a linear combination of the existing columns. This means that your system of equations can contain a contradiction. Essentially you're trying to get the least squares solution to something like: 3*x + y = 1 1*x +

Re: strange array size problem

2013-10-18 Thread chip9munk
Interesting! rank of the whole minus last row numpy.linalg.matrix_rank(users_elements_matrix[:,0:42]) is 42 but also rank of whole is numpy.linalg.matrix_rank(users_elements_matrix[:,0:43]) is 42 but what does that mean?! could you explain briefly what now? thank you! On Friday, October 18, 20

Re: strange array size problem

2013-10-18 Thread Oscar Benjamin
On 18 October 2013 16:36, wrote: > one more thing. > > the problem is not in the last column, if I use it in regression (only that > column, or with a few others) I will get the results. But if I use all 43 > columns python breaks! Have you tried testing the rank with numpy.linalg.matrix_rank?

Re: strange array size problem

2013-10-18 Thread chip9munk
one more thing. the problem is not in the last column, if I use it in regression (only that column, or with a few others) I will get the results. But if I use all 43 columns python breaks! whhh?!?!?! thanks! -- https://mail.python.org/mailman/listinfo/python-list

Re: strange array size problem

2013-10-18 Thread Robert Kern
On 2013-10-18 16:25, chip9m...@gmail.com wrote: Hello everybody! One strange problem, please help! I have the following 2D array: users_elements_matrix numpy.shape(users_elements_matrix) is (100,43) and array merged_binary_ratings numpy.shape(merged_binary_ratings) is (100,) Now,when I run: n

strange array size problem

2013-10-18 Thread chip9munk
Hello everybody! One strange problem, please help! I have the following 2D array: users_elements_matrix numpy.shape(users_elements_matrix) is (100,43) and array merged_binary_ratings numpy.shape(merged_binary_ratings) is (100,) Now,when I run: numpy.linalg.lstsq(users_elements_matrix, merged_bi