- python (2.7.6)
- numpy (1.9.1)
- scipy (0.14.0)
- cython (0.21.1)
- pystan (2.5.0.0)
- sklearn (0.14.1)
- matplotlib (1.4.0) (only for plotting the results)
Compile the Cython utilities with python setup.py build_ext --inplace.
The folder experiment contains simple hierarchical logistic regression examples.
See python fit.py -h or the respective module docstring for help. For more
information, see e.g. the class documentation of dep.method.Master.
Released under the 3-clause BSD license.
The program does not work correctly in some scipy builds because of an
issue in the in-place operation of dpotri Lapack-routine with C- or F-order
matrices. In some builds, the in-place operation works for F-order matrices but
not for C-order matrices, whereas in some builds, it works the opposite way.
The former behaviour is assumed in this program. This compatibility problem can
be tested by running a simple test script by python test.py.