Issue 1:
When using the scipy.optimize "nelder-mead" method it is currently not possible to specify the initial simplex values. Instead scipy automatically sets this to be (1+0.05)*x0. If a priori information on the optimization problem is available it makes sense to specify this.

I have found several pull-requests in scipy that address this issue (#3974, #3634, and #3729) but none of these have been merged and all have not been edited for more than half a year.

Is there reason these did not get merged? If so what would be required for something to be merged into a main scipy release?

(If an issue is not the way to raise a discussion, my apologies. It appears the link to the mailinglist on the main page is broken)

Issue 2:
ndimage.binary_erosion fails if the iterations argument receives a float and is greater than 1. The issue does not occur if an int is used instead.

Reproducing code example:

Create a new anaconda environment using:

conda create -n test python=2.7 scipy

Then run:

import numpy as np
from scipy.ndimage import binary_erosion

mask = np.array([0]*10)
mask = binary_erosion(mask, iterations=float(2))

Error message:

*** Error in `/home/user/miniconda2/envs/test/bin/python': double free or corruption (out): 0x000055da37d7d1c0 ***
======= Backtrace: =========
/lib/x86_64-linux-gnu/libc.so.6(+0x777e5)[0x7fa2a470a7e5]
/lib/x86_64-linux-gnu/libc.so.6(+0x8037a)[0x7fa2a471337a]
/lib/x86_64-linux-gnu/libc.so.6(cfree+0x4c)[0x7fa2a471753c]
/home/user/.local/lib/python2.7/site-packages/scipy/ndimage/_nd_image.so(+0x1df1)[0x7fa2708e9df1]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x7d14)[0x7fa2a54f1ea4]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x7e9)[0x7fa2a54f36c9]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x6a08)[0x7fa2a54f0b98]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x7e9)[0x7fa2a54f36c9]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x6a08)[0x7fa2a54f0b98]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x7e9)[0x7fa2a54f36c9]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCode+0x1a)[0x7fa2a54f38ea]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x5b30)[0x7fa2a54efcc0]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x7e9)[0x7fa2a54f36c9]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x6a08)[0x7fa2a54f0b98]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x7e9)[0x7fa2a54f36c9]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x6a08)[0x7fa2a54f0b98]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x7e9)[0x7fa2a54f36c9]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(+0x70567)[0x7fa2a547c567]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyObject_Call+0x43)[0x7fa2a5457973]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x250e)[0x7fa2a54ec69e]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x7e9)[0x7fa2a54f36c9]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x6a08)[0x7fa2a54f0b98]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x7e9)[0x7fa2a54f36c9]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x6a08)[0x7fa2a54f0b98]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x7e9)[0x7fa2a54f36c9]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x6a08)[0x7fa2a54f0b98]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x7e9)[0x7fa2a54f36c9]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x6a08)[0x7fa2a54f0b98]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x7e9)[0x7fa2a54f36c9]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(+0x70567)[0x7fa2a547c567]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyObject_Call+0x43)[0x7fa2a5457973]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x250e)[0x7fa2a54ec69e]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x7e9)[0x7fa2a54f36c9]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(+0x70567)[0x7fa2a547c567]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyObject_Call+0x43)[0x7fa2a5457973]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x250e)[0x7fa2a54ec69e]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x7e9)[0x7fa2a54f36c9]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x6a08)[0x7fa2a54f0b98]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x7e9)[0x7fa2a54f36c9]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x6a08)[0x7fa2a54f0b98]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x7e9)[0x7fa2a54f36c9]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(+0x70567)[0x7fa2a547c567]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyObject_Call+0x43)[0x7fa2a5457973]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x250e)[0x7fa2a54ec69e]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x7e9)[0x7fa2a54f36c9]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x6a08)[0x7fa2a54f0b98]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x7e9)[0x7fa2a54f36c9]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x6a08)[0x7fa2a54f0b98]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x7e9)[0x7fa2a54f36c9]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x6a08)[0x7fa2a54f0b98]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x7e9)[0x7fa2a54f36c9]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x6a08)[0x7fa2a54f0b98]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x7e9)[0x7fa2a54f36c9]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCode+0x1a)[0x7fa2a54f38ea]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x5b30)[0x7fa2a54efcc0]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x7e9)[0x7fa2a54f36c9]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x6a08)[0x7fa2a54f0b98]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x7e9)[0x7fa2a54f36c9]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(+0x7047a)[0x7fa2a547c47a]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(PyObject_Call+0x43)[0x7fa2a5457973]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(+0x114320)[0x7fa2a5520320]
/home/user/miniconda2/envs/test/bin/../lib/libpython2.7.so.1.0(Py_Main+0x55e)[0x7fa2a55209de]
/lib/x86_64-linux-gnu/libc.so.6(__libc_start_main+0xf0)[0x7fa2a46b3830]
======= Memory map: ========
55da36322000-55da36323000 r--p 00000000 08:12 18624910 /home/user/miniconda2/envs/test/bin/python2.7
55da36323000-55da36324000 r-xp 00001000 08:12 18624910 /home/user/miniconda2/envs/test/bin/python2.7
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55da36326000-55da36327000 rw-p 00003000 08:12 18624910 /home/user/miniconda2/envs/test/bin/python2.7
55da3727e000-55da38031000 rw-p 00000000 00:00 0 [heap]
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Scipy/Numpy/Python version information:

('1.1.0', '1.14.5', sys.version_info(major=2, minor=7, micro=15, releaselevel='final', serial=0))