clintel

Fenced code blocks inside ordered and unordered lists

1. This is a numbered list.

2. I'm going to include a fenced code block as part of this bullet:

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briatte

#' Get a PubMed search index
#' @param query a PubMed search string
#' @return the XML declaration of the search
#' @example
#' # Which articles discuss the WHO FCTC?
#' pubmed_ask("FCTC OR 'Framework Convention on Tobacco Control'")
pubmed_ask <- function(query) {
  
  # change spaces to + and single-quotes to URL-friendly %22 in query
  query = gsub("'", "%22", gsub(" ", "+", query))

egradman

bonzanini

# This code uses Biopython to retrieve lists of articles from pubmed
# you need to install Biopython first.

# If you use Anaconda:
# conda install biopython

# If you use pip/venv:
# pip install biopython

# Full discussion:

fchollet

from keras.models import Sequential
from keras.layers import Dense

x, y = ...
x_val, y_val = ...

# 1-dimensional MSE linear regression in Keras
model = Sequential()
model.add(Dense(1, input_dim=x.shape[1]))
model.compile(optimizer='rmsprop', loss='mse')