fix tiny variable name typo
"cell_type": "markdown",
"metadata": {},
"source": [
- "Let's go through this line-by-line. First, in lines 2-3 we use `pyro.sample` to define a binary random variable 'cloudy', which is given by a draw from the bernoulli distribution with a parameter of `0.3`. Since the bernoulli distributions returns `0`s or `1`s, in line 4 we convert the value `cloud` to a string so that return values of `weather` are easier to parse. So according to this model 30% of the time it's cloudy and 70% of the time it's sunny.\n",
+ "Let's go through this line-by-line. First, in lines 2-3 we use `pyro.sample` to define a binary random variable 'cloudy', which is given by a draw from the bernoulli distribution with a parameter of `0.3`. Since the bernoulli distributions returns `0`s or `1`s, in line 4 we convert the value `cloudy` to a string so that return values of `weather` are easier to parse. So according to this model 30% of the time it's cloudy and 70% of the time it's sunny.\n",
"\n",
"In lines 5-6 we define the parameters we're going to use to sample the temperature in lines 7-9. These parameters depend on the particular value of `cloudy` we sampled in line 2. For example, the mean temperature is 55 degrees (Fahrenheit) on cloudy days and 75 degrees on sunny days. Finally we return the two values `cloudy` and `temp` in line 10.\n",
"\n",
