Per-Sample Weights for a Balanced Sampler

Return the per-sample weight needed to make a WeightedRandomSampler draw each class with equal probability.

Signature: def balanced_weights(labels: list) -> list

Weight for sample i is 1 / count(class_of_sample_i). Return a list of floats the same length as labels.