#Umap

Showing 17 of 17 repositories tagged #umap, ranked by stars

lmcinnes
lmcinnes
umap

Uniform Manifold Approximation and Projection

Score
100
โ˜… 8.2k โ‘‚ 864 +3/day
Python
Renumics
Renumics
renumics-rag

Visualization for a Retrieval-Augmented Generation (RAG) Assistant ๐Ÿค–โค๏ธ๐Ÿ“š

Score
100
โ˜… 207 โ‘‚ 42 โ€”
Python
TorchDR
TorchDR
TorchDR

TorchDR - PyTorch Dimensionality Reduction

Score
91
โ˜… 207 โ‘‚ 14 +2/day
Python
dillondaudert
dillondaudert
UMAP.jl

Uniform Manifold Approximation and Projection (UMAP) implementation in Julia

Score
82
โ˜… 144 โ‘‚ 17 โ€”
Julia
genular
genular
pandora

PANDORA :computer:

Score
9
โ˜… 138 โ‘‚ 19 โ€”
Vue
hyungkwonko
hyungkwonko
umato

Uniform Manifold Approximation with Two-phase Optimization (IEEE VIS 2022 short)

Score
64
โ˜… 118 โ‘‚ 14 โ€”
Jupyter Notebook
fpgmaas
fpgmaas
pyatlas

Browse the top 10,000 packages on PyPI with the help of vector embeddings

Score
50
โ˜… 93 โ‘‚ 2 โ€”
TypeScript
hanxiao
hanxiao
mlx-vis

Pure MLX implementations of UMAP, t-SNE, PaCMAP, TriMap, DREAMS, CNE, MMAE, and NNDescent for Apple Silicon. Metal GPU for computation and video rendering.

Score
36
โ˜… 89 โ‘‚ 3 +2/day
Python
xieguigang
xieguigang
sciBASIC

sciBASIC# is a kind of dialect language which is derive from the native VB.NET language, and written for the data scientist.

Score
73
โ˜… 76 โ‘‚ 33 โ€”
Visual Basic .NET
snakers4
snakers4
playing_with_vae

Comparing FC VAE / FCN VAE / PCA / UMAP on MNIST / FMNIST

Score
0
โ˜… 67 โ‘‚ 13 โ€”
Jupyter Notebook
epigen
epigen
unsupervised_analysis

A general purpose Snakemake workflow and MrBiomics module to perform unsupervised analyses (dimensionality reduction & cluster analysis) and visualizations of high-dimensional data.

Score
45
โ˜… 67 โ‘‚ 4 โ€”
Python
YontiLevin
YontiLevin
Embeddings2Image

create "Karpathy's style" 2d images out of your image embeddings

Score
0
โ˜… 65 โ‘‚ 11 โ€”
Python
curiosity-ai
curiosity-ai
umap-sharp

C# library for fast embeddings projection using Uniform Manifold Approximation and Projection

Score
0
โ˜… 51 โ‘‚ 9 โ€”
C#
davisidarta
davisidarta
dbMAP

Deprecated in favour of TopoMetry: https://github.com/davisidarta/topometry

Score
27
โ˜… 48 โ‘‚ 4 โ€”
Python
hanxiao
hanxiao
umap-mlx

UMAP in pure MLX for Apple Silicon. 30x faster than umap-learn.

Score
18
โ˜… 44 โ‘‚ 5 โ€”
Python
uqlibrary
uqlibrary
technology-training

UQ Library technology training

Score
55
โ˜… 42 โ‘‚ 18 โ€”
Jupyter Notebook
dcarpintero
dcarpintero
taxonomy-completion

Taxonomy Completion with Embedding Quantization and an LLM-based Pipeline: A Case Study in Computational Linguistics

Score
0
โ˜… 11 โ‘‚ 3 โ€”
Jupyter Notebook
Related Topics
#dimensionality-reduction#visualization#machine-learning#data-science#python#tsne#topological-data-analysis#embeddings#clustering#huggingface#langchain#manifold-learning

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