Functionality to automatically post-process if clustering was also automatic

[abuzarmahmood]

If clustering was automatic, and auto-post-process is indicated, classified spikes will be accepted if:

• Cluster passes count threshold
• Cluster classification probability distribution passes a chi-square test to be deemed different from a uniform distribution
• Generates a plot over all clusters to show different properties of the clusters and which got selected (below)

[abuzarmahmood]

1. Autosorting extracts almost the same number of neurons

2. Single-trial similarity of population trajectories between manually sorted and auto-sorted data is much higher than inter-trial similarity

3. Population trajectory similarity is independent of number of neurons sorted (suggesting that autosorting pulls out the SAME neurons as manual sorting)

[abuzarmahmood]

Autosort runtimes using 16 parallel workers