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4,013 results
autoencoder
manifold learning
3blue1brown
t-sne
single cell rna sequencing
dimensionality reduction pca
statquest
atac seq
k means clustering
upma recipe
nandesh umap
UMAP is one of the most popular dimension-reductions algorithms and this StatQuest walks you through UMAP, one step at a time ...
149,372 views
3 years ago
UMAP explained! The great dimensionality reduction algorithm in one video with a lot of visualizations and a little code. Uniform ...
71,046 views
4 years ago
In this video you will learn about three very common methods for data dimensionality reduction: PCA, t-SNE and UMAP. These are ...
148,865 views
1 year ago
In this video, I will give you an easy and practical explanation of Unifold Manifold Approximation and Projection (UMAP) and how ...
6,395 views
9 months ago
https://www.tilestats.com/ 1. UMAP on the MNIST dataset (0:40) 2. UMAP on scRNAseq data (03:00) 3. UMAP vs PCA (03:35) 4.
845 views
1 month ago
If you understand the main ideas of how UMAP works and want to dive in deeper, this 'Quest is for you!!! It also highlights some of ...
46,473 views
In my last video I presented python code in COLAB for a UMAP dimensionality reduction. In this video the explanation to my ...
3,648 views
This talk will present a new approach to dimension reduction called UMAP. UMAP is grounded in manifold learning and topology, ...
110,553 views
7 years ago
Papers / Resources ▭▭▭ Colab Notebook: ...
12,307 views
This video describes the PaCMAP technique for dimension reduction, which is an alternative to t-SNE and UMAP. It was derived ...
7,447 views
Quick UMAP Algorithm Overview for a Msc Presentation at Sorbonne université, Paris. (Sorbonne University Bioinformatics and ...
10,241 views
5 years ago
3,329 views
We are now done with the pre-processing of the data. It's time to talk about dimension reduction. We won't go through the ...
27,893 views
Content Description ⭐️ In this video, I have explained about dimensionality reduction using PCA, LDA, t-SNE, UMAP.
6,929 views
PyData NYC 2018 Dimension reduction is a complicated topic with a vast zoo of diverse techniques for different specialised ...
22,128 views
6 years ago
https://thinkingneuron.com/data-science-interview-questions-for-it-industry-part-4-unsupervised-ml/#umap Uniform Manifold ...
2,534 views
Linearity I, Olin College of Engineering, Spring 2018 I will touch on eigenvalues, eigenvectors, covariance, variance, covariance ...
105,191 views
Data Science for Biologists Dimensionality Reduction: Principal Components Analysis Part 1 Course Website: data4bio.com ...
146,198 views
9 years ago
My submission to the Summer of Math Exposition, community edition: a video on the Metropolis algorithm and how it works ...
96,849 views
https://www.ibiology.org/techniques/single-cell-sequencing Dr. Eric Chow gives an overview of single cell sequencing, explains ...
283,149 views
Google colab link: https://colab.research.google.com/drive/1jV4kOHbpdu0Zc7Ml18kdxaQJxV81vB21?usp=sharing UMAP ...
34,246 views
Brilliant 20% off: http://brilliant.org/DeepFindr/ ▭▭ Papers / Resources ▭▭▭ Intro to Dim. Reduction Paper: ...
29,449 views
2 years ago
In this video, we will cover the similarities and differences between PCA, t-SNE, UMAP… You can also find a the blogpost here: ...
5,857 views
Uniform Manifold Approximation and Projection, or UMAP, is a dimensionality reduction technique that allows users to create new ...
6,626 views
We're experimenting with live streams! In this live-stream Vincent will explore some of the differences between PCA and UMAP.
1,938 views
Streamed 1 year ago
Description: Start your Data Science and Computer Vision adventure with this comprehensive Image Embedding and Vector ...
21,699 views
A short talk about my interpretation of the UMAP algorithm. The slides and a transcript are available at ...
1,083 views
Join our talk with Leland McInnes, the creator of UMAP, as he walks through the theory and mathematics behind UMAP. UMAP ...
2,722 views
What is single-cell sequencing? Why do single-cell sequencing? Single-cell sequencing is a complex process, but the ...
104,643 views
This video is gentle and motivated introduction to Principal Component Analysis (PCA). We use PCA to analyze the 2021 World ...
373,129 views
