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Feature/jax general system class #425
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arnupretorius
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KaleabTessera and
DriesSmit
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February 23, 2022 06:31
arnupretorius
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mmorris44,
AsadJeewa,
RuanJohn and
jcformanek
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February 23, 2022 06:31
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This is really great!!! 🔥 Just made some minor comments :)
KaleabTessera
previously approved these changes
Mar 8, 2022
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Thanks @arnupretorius 🦾
AsadJeewa
previously approved these changes
Mar 8, 2022
arnupretorius
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March 8, 2022 15:19
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RuanJohn
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Mar 9, 2022
AsadJeewa
previously approved these changes
Mar 9, 2022
RuanJohn
previously approved these changes
Mar 9, 2022
AsadJeewa
approved these changes
Mar 9, 2022
KaleabTessera
approved these changes
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RuanJohn
approved these changes
Mar 9, 2022
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What?
General system class for Jax-based Mava systems.
Why?
The new system class supports a more general and flexible build system using callback components.
How?
Create a system class with functions for specifying a system design using components and adding, updating and configuring system component hyperparameters.
Extra
I'm experiencing a tricky mypy issue that I haven't been able to solve. It has to do with the
Builder
attributes not being picked up even though the tests seem to indicate that the system and builder interact as expected. This is also the case with theCallbackHookMixin
. @KaleabTessera perhaps you might have some ideas once you have looked at the code?closes #406