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hi, great library. asking a question here in case it is useful to someone later. I'm not entirely clear on the advantages of using a string versus a LOTLib-provided primitive. For instance, both of…
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https://www.bingryan.com/2017/09/12/BGD%E3%80%81SGD%E5%92%8CMBGD%E7%9A%84%E4%B8%80%E4%BA%9B%E5%8C%BA%E5%88%AB/#more
本文主要讲解了 梯度下降(Batch gradient descent),随机梯度下降(Stochastic gradient descent),小批量梯度下降(…
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Hi Alex,
I've recently looked into GAN models, and I was wondering where the GAN-only model you used in the paper is based on.
The paper mentions that it is representative of prior stochastic GAN-…
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Hey everyone,
I recently implemented the simulatenous stochastic perturbation algorthm (SPSA) and the model gradient descent (MDG, first developed in https://arxiv.org/abs/2005.11011) in a roughly Op…
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The "reduce" operation, of making an $$n-1$$-dimensional system from an $$n$$-dimensional one, is coded in slightly different ways in various operations to construct (mostly stochastic) dynamical syst…
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After new layout overhaul in bokeh version 1.1.0 `Div` widgets are not responding in the layout as expected.
Before version 1.1.0 - the layout looked like this:
![image](https://user-images.github…
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Currently, `IndexedBase` wraps a symbol to use as the _base_ symbol.
What about generalizing? For example, wrapping a function:
``` python
>>> af = Function("A")(x)
>>> A = IndexedBase(af)
>>> A[i]
…
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I trained a model twice from scratch with the same dataset and same everything, except that one used use_sdp=True and the other use_sdp=False.
I can't see any difference, except the training with u…
bzp83 updated
3 months ago
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Currently, the utility produced by mRubis is stochastic but it is stationary. In the future we might want to relax this assumption of stationarity.
- What is the phenomenon of non-stationary utili…
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https://doi.org/10.1016/j.cell.2012.08.023
# Authors
Buganim, Y., Faddah, D.A., Cheng, A.W., Itskovich, E., Markoulaki, S., Ganz, K., Klemm, S.L., van Oudenaarden, A., Jaenisch, R.
# Year
…