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If we frame our approach as doing "Uncertainty-aware Planning with Learned dynamics", we can broadly classify different methods
1. Choice of gradient estimation: First vs. Zeroth-order.
- fir…
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### Description & Motivation
MeZO proposes a memory-efficient zeroth-order optimizer (MeZO), adapting the classical zeroth-order SGD method to operate in-place, thereby fine-tuning language models (L…
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Michael,
I am working on comparing PCF-PSO and MBAR some more. I have added a new folder titled "Ethane" to the "MBAR_LJ_two_states" repository on Github. I believe I already invited you to join th…
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I want to convert vertex color using the result " .ply" file.
In " .ply" file, I checked "property float f_dc_0~1", "property float f_rest_0~44". But this values are -1.~ to 1.~. I want to conver…
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Requested by @ldgauthier:
It would be wonderful to be able to use SelectVariants with a query like -select "AF > 0.1" on a VCF containing multiallelics and have it filter multiallelics by the allele …
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It would be great if it could support BERT, LLaMA and other model training.
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Definitively the notion of optimizer is somewhat fuzzy and so is the class `Optimizer`.
We should attempt to clarify definitions we are going to use in the library.
**Definitions (to be added in a w…
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I'm looking at porting some code from `java.math.BigInteger` to use `BigInt`, and thus hopefully be multiplatform. Here are the missing features that would be handy:
- Conversion to and from string…
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Are we confident that it's even possible to go faster than kerchunk when reading a petabyte-scale GRIB dataset on cloud object storage?! (If not, then there's not much point in hypergrib existing!)
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At the moment resolution of each timestep in TimeSeriesVariableResolution needs to be calculated from the datetimes. It would be handy to have a resolution parameter (preferrably in timedelta, but tha…