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Hi Vladimir,
Good job with the plots. I couldn't figure that out. =(
I'm not sure I understood what happened k nearest neighbors part of your homework, but you called it out in your comments. ;-)
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Hi,
Thank you for the great work. I had an issue when reproducing the results in the downsampling benchmark and any insight would be highly appreciated!
Basically, I am trying to calculate the K…
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## 💥 Proposal
Hi I am Kruti shah a second year engineering student .
I want to work on classifying genres in music using K-Nearest Neighbors.
I am a contributor in GSsoc'23 .
Hoping you could ass…
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Some estimators have arbitrary ways to break ties:
- k-nearest neighbors with data points lying on a uniform 1d grid (see #23667 for the BallTree for instance);
- feature splits in histogram gradi…
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I'm trying to replace my regular grid search with HNSW, but HNSW seems to fail rather spectacularly in finding the nearest neighbor in some cases. I understand that it's an approximate method, but it'…
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https://github.com/appliedtopology/circular-coordinates/blob/0d173254240a5c5b8ac1f26ff45e5d11e464506e/circularcoordinates/circular_coordinates.py#L548
One way to implement `.transform` would be to …
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Hi There,
I'm analyzing single-cell rna-seq data using scanpy on a Ubuntu virtual machine with 16 cpus and the following package versions:
- umap-learn 0.4.0 (installed from the 0.4dev branch…
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Hi team,
I am running Azure Hybrid Search on my data which has 12 pdfs[423 chunks], that I am embedding in my vector store, and getting top 12 chunks for a query.
Code snippet:
vector_q…
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I suggest we make our **main** file execution more flexible by changing some, and adding extra flags to the arguments. Specifically what I suggest is to use key-value pairs for the arguments. For exam…
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Agenda
- 数据的标准化(Standardization)、平均移除法（mean removal）和方差归一化（variance scaling）
- BLAS, LAPACK/機械学習の流れ/Scikit-learnに任せる/手法の種類
- scikit-learn (Regression, K Nearest Neighbors classifier, Support Vector…