**Floating Point Arithmetic**
You may have noticed that when doing arithmetic with floats in Python you sometimes get strange results, like this:

```
>>> 0.1 + 0.2
0.30000000000000004
```

**Why this happens**Internally your computer stores floats as binary fractions. Many decimal values cannot be stored as exact binary fractions, which means an approximation has to be used.

**How you can avoid this**
You can use math.isclose to check if two floats are close, or to get an exact decimal representation, you can use the decimal or fractions module. Here are some examples:

```
>>> math.isclose(0.1 + 0.2, 0.3)
True
>>> decimal.Decimal('0.1') + decimal.Decimal('0.2')
Decimal('0.3')
```

Note that with `decimal.Decimal`

we enter the number we want as a string so we don't pass on the imprecision from the float.
For more details on why this happens check out this page in the python docs or this Computerphile video.