import string


def count_words(sentence):
    counts = {}
    text = sentence.lower()

    for mark in string.punctuation.replace("'", ""):
        text = text.replace(mark, " ")

    for word in text.split():
        word = word.strip("'")
        if word:
            counts[word] = counts.get(word, 0) + 1

    return counts