It can't be done with the current functionality.  When I rewrote the 
code last year, we decided picklability of the object and avoiding 
dynamic memory management was more important than being able to use it 
online.  Currently, all data is stored in pre-allocated arrays.
To use the Ball Tree inline, you'd have to re-write it to store the data 
in dynamically allocated nodes.  This also brings up a lot of 
complicated tree balancing issues when points are added one-by-one.
   Jake

Andreas Mueller wrote:
> Hi everybody.
> I was wondering if there was an online version of the ball-tree.
> I want to query an increasingly big set of points.
> Is there a method for doing that and is this somehow possible with the
> functionality we already have?
>
> Cheers,
> Andy
>
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