cjayb

# %%
# %matplotlib widget
import matplotlib.pyplot as plt
from matplotlib.colors import SymLogNorm
from mpl_toolkits.axes_grid1.inset_locator import inset_axes
import numpy as np

from neuron import h
from hnn_core.network_builder import load_custom_mechanisms
from hnn_core.lfp import _LFPElectrode

larsoner

# convert MGZ->NII
#
# $ bet T1.nii stripped.nii.gz -n -A -v -e
#
import numpy as np
import nibabel as nib
import pyvista as pv
import mne

img = nib.load('T1.mgz')

bloyl

name: hnn
channels:
- defaults
dependencies:
- python>=3.6
- pip
- numpy
- scipy
- matplotlib
- cython

0x4D31

Transforming Code into Beautiful, Idiomatic Python

Notes from Raymond Hettinger's talk at pycon US 2013 video, slides.

The code examples and direct quotes are all from Raymond's talk. I've reproduced them here for my own edification and the hopes that others will find them as handy as I have!

Looping over a range of numbers

for i in [0, 1, 2, 3, 4, 5]:

agramfort

raghavrv

from types import FunctionType
import inspect

def undecorate(func):
    funcs = []
    
    # python 3.5
    if hasattr(func, '__wrapped__'):
        while hasattr(func, '__wrapped__'):
            func = func.__wrapped__

wmvanvliet

jasongrout

jakevdp

# Author: Jake VanderPlas
# LICENSE: MIT

from __future__ import division
import numpy as np


def convolution_matrix(x, N=None, mode='full'):
    """Compute the Convolution Matrix

larsoner

# -*- coding: utf-8 -*-
"""
PySurfer-like plotting using VisPy scene.
"""

import numpy as np

from vispy import scene, app
import mne
import nibabel