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Implementation of Action Matching

Home Page: https://arxiv.org/abs/2210.06662

License: MIT License

Python 4.03% Jupyter Notebook 95.97%

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jam's Issues

Running Tutorials

Very cool, love the update!

Two notes:

  1. The links for stochastic action matching and unbalanced action matching are switched
  2. I can't seem to run the examples I get
ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
ipython 7.9.0 requires jedi>=0.10, which is not installed.
---------------------------------------------------------------------------
ModuleNotFoundError                       Traceback (most recent call last)
[<ipython-input-1-32e701e1e453>](https://37onzeme1u8-496ff2e9c6d22116-0-colab.googleusercontent.com/outputframe.html?vrz=colab-20230208-060050-RC01_508200239#) in <module>
      8 try:
----> 9   import flax
     10 except ModuleNotFoundError:

ModuleNotFoundError: No module named 'flax'

During handling of the above exception, another exception occurred:

AttributeError                            Traceback (most recent call last)
5 frames
[/usr/local/lib/python3.8/dist-packages/flax/core/meta.py](https://37onzeme1u8-496ff2e9c6d22116-0-colab.googleusercontent.com/outputframe.html?vrz=colab-20230208-060050-RC01_508200239#) in Partitioned()
    263     return self.replace(names=tuple(names))
    264 
--> 265   def get_partition_spec(self) -> jax.sharding.PartitionSpec:
    266     """Returns the ``Partitionspec`` for this partitioned value."""
    267     return jax.sharding.PartitionSpec(*self.names)

AttributeError: module 'jax.sharding' has no attribute 'PartitionSpec'

Also numpy seems like it's not imported but this is a small issue.

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