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So something I've been noodling on for a while is that we (and I include ASAPI in "we") are subtly coupling behavior and implementation/technology in some places. This is completely understandable giv…
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Working enviroment: Mac OS 13.5, PYTHON 3.6.
My data is 660K * 6 dimensions. Firstly, I tried n_neighbors =100. It worked fine. Then I tried n_neighbors=15, it gave warning:
`lib/python3.6/site-pa…
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Does UMAP currently support specifying any embedding constraints?
In the past I've found it useful when doing dimensionality reduction to specify targets for a few key inputs. For example, if embed…
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**What is your question?**
Hi!
I'm looking to only run select parts of vector search on GPUs, specifically PQ processes.
1. Are these directly available through the API?
2. What functions should…
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@ZikangZhou Hi Zhou! I noticed that when I train this code, it utilizes 32GB of GPU memory per GPU instead of the 20GB mentioned in the README.md. Could you please explain what might be causing this d…
zaplm updated
5 months ago
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@lmcinnes
As you may have guessed I have several CPUs and GPUs at hand and I work with high-dimensional data.
Now I am benching a 500k * 5k => 500k * 2 vector vs. PCA (I need a high level clusterin…
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compilation output:
g++ -DHAVE_CONFIG_H -I. -DUNIX -I/share/disk6-2/leihx/sunjy/software/boost-1.45.0/include -DHAVE__BOOL -D__NOPLUGIN__ -fopenmp -O3 -MT encore.o -MD -MP -MF .deps/encore.Tpo …
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Hi,Thanks for your amazing work,i've recoginzed the thought of the Confusion.
But when i wanna test this code, i can't succeed cause i am poor in C++ and ros.
So ,could u share a python version? Thx…
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The idea is to leverage QTAIM technology to get the number of nodes in orbitals.
This is complicated (more than I thought) as pointed out by @FarnazH . So this is mostly storage of an ideas/discuss…
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The Criteo dataset is a 1TB dump of features around advertisements and whether or not someone clicked on the ad. It has a both dense and categorical/sparse data. I believe that the data is freely av…