Stephan Hoyer

Results 83 issues of Stephan Hoyer

I found it awkward to use the syntax for using stateful transforms, as shown by the tutorial example: ``` python >>> build_design_matrices([mat.design_info.builder], new_data)[0] ``` Two reasons: 1. Understanding the full...

I'm sure there are reasons why the separate JSON file is convenient, but I found it made it hard to understand exactly what dynamical systems are being solved without installing...

I tried using pyfilesystem's s3fs to process a large quantity of data from Amazon's S3 (more than fits on disk) and I found that operation failed, because I ran out...

With Zarr v2, I can open a group by passing either a valid Zarr store or with a path specified as a string, i.e., like `zarr.open_group(store_or_path)`. As I understand it,...

xref #167 For ease of review, this is currently written by modifying `docs/spec/v2.rst`, but this would of course actually be submitted as a separate v3 file. This does not yet...

It would be nice to have an easy way to define dataclasses that are also tree-math vectors. We could borrow the syntax of flax.struct here: https://flax.readthedocs.io/en/latest/flax.struct.html Example usage: ``` from...

I'd like to add a `Matrix` class to complement `Vector`. A key design question is what this needs to support. In particular: do we need to support multiple axes that...

These are rather undescriptive names, and I guess most people (including myself!) will have to guess & check to keep them straight. :) Some other possibilities, in rough order of...

It actually needs the `concurrent.futures.Executor` API. I tried to pass in a thread pool from multiprocessing and it didn't work.

Currently we have (from https://xarray-beam.readthedocs.io/en/latest/read-write.html): ```python with beam.Pipeline() as p: p | xbeam.DatasetToChunks(ds, chunks={'time': 1000}) | beam.MapTuple(print_summary) ``` ``` Key(offsets={'lat': 0, 'lon': 0, 'time': 0}, vars=None) with Key(offsets={'lat': 0, 'lon':...