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def filtered_response(spk_times, tau = .01):
spk_times = spk_times.reshape((-1, 1))
norm_factor = tau * np.sqrt(2. * np.pi)
return lambda t: np.sum(np.exp(-(spk_times - t.reshape((1,-1))) ** 2 / (2 * tau * tau)), 0) / norm_factor
@MarvinT
MarvinT / black_code_prettify.json
Last active January 16, 2023 15:41
json you can paste into jupyter notebook's code prettify configuration that makes it use black to reformat your code instead of yapf.
{
"python": {
"library": "import json\ndef black_reformat(cell_text):\n import black\n import re\n cell_text = re.sub('^%', '#%#', cell_text, flags=re.M)\n try:\n reformated_text = black.format_str(cell_text, 88)\n except TypeError:\n reformated_text = black.format_str(cell_text, mode=black.FileMode(line_length=88))\n return re.sub('^#%#', '%', reformated_text, flags=re.M)",
"prefix": "print(json.dumps(black_reformat(u",
"postfix": ")))"
},
"r": {
"library": "library(formatR)\nlibrary(jsonlite)",
"prefix": "cat(toJSON(paste(tidy_source(text=",
"postfix": ", output=FALSE)[['text.tidy']], collapse='\n')))"