## Bayesian Query Comparison

## Goals ¶

- Generate some example Virtual Screening data.
- Construct a bayesian model for predicting probability of activity given a certain similarity score.
- Use this to compare to different queries.

```
import numpy as np
import pandas as pd
import scipy as sp
from matplotlib import pyplot as plt
from scipy ...
```