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# Feature Request
Implement consistent probability sampler as per spec:
https://github.com/open-telemetry/opentelemetry-specification/blob/main/specification/trace/tracestate-probability-sampling.…
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**What are you trying to achieve?**
As discussed in https://github.com/open-telemetry/opentelemetry-specification/pull/4162, there is a pending sampling specification that defines the use of TraceS…
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Exception in thread Thread-4:
Traceback (most recent call last):
File "/root/anaconda3/envs/cosyvoice/lib/python3.8/threading.py", line 932, in _bootstrap_inner
self.run()
File "/root/anac…
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Joint work with [@seanyang0813](https://github.com/seanyang0813l), while we didn't finish the challenge in time, we just wanted to share what we did.
Try it out: https://importance-sampling.vercel.…
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```
a = normal(5,2) .+ uniform(8,30)
b = SampleSet.fromDist(a)
```
Sampling non-normalized pointset distributions is meaningless and easy to mess up. Arguably, these really aren't distributions, and s…
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Hi,
I've been using optimize_hypers instead of sample_hypers since the beginning because I've always had the "Slice sampler shrank to zero!" error. I didn't really investigated this problem until rec…
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Not a fully-baked feature request, just a directional hunch. I've found the conclusions from this paper [Sampling Matters in Deep Embedding Learning](https://arxiv.org/abs/1706.07567) pretty intuitive…
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We should add a method either on UniformRand or on a trait thats auto-derivable for traits with UniformRand and Zero, in order to sample non-zero elements
_Originally posted by @ValarDragon in htt…
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In #538 a snapshot changed between R CMD check "regular" and "hard" without the suggested packages.
https://github.com/tidymodels/rsample/actions/runs/10927479579/job/30333727728
```
══ Faile…
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I just noticed, that fine tuning FLUX with the command in the README (dataset image size 512,512, batch size 1) will result in 8GB of shared memory
![image](https://github.com/user-attachments/asse…