note

[The Scriptures of Computer Science] From Alan Turing's Question to OpenAI's Maximization—The 'Equations of Dead Geniuses' That Rewrote the World

The 'PageRank' algorithm they developed was a mathematical model that ranked the value of web pages not by simple word frequency, but by the number of 'links (votes)' from other pages and the ...
GitHub

Neo4j Graph Data Science Client

graphdatascience is a Python client for operating and working with the Neo4j Graph Data Science (GDS) library. It enables users to write pure Python code to project graphs, run algorithms, as well as ...
PNAS

The inferred functional connectome underlying circadian synchronization in the mouse suprachiasmatic nucleus

Linking cellular activity to network-level computation remains a major goal in neuroscience. We introduce a robust method to infer directed, functional cell–cell connectivity in large cell populations ...
PNAS

Diffusive topology preserving manifold distances for single-cell data analysis

Distortions from traditional dimensionality reduction methods obscure relationships in high-dimensional single-cell data, thus impeding biological insights. We introduce DTNE (diffusive topology ...
The Lancet

Spatial and single-cell colocalisation analysis reveals MDK-mediated immunosuppressive environment with regulatory T cells in colorectal carcinogenesis

gDepartment of Gastroenterology, Shin Beppu Hospital, Beppu, 874-8538, Japan hDepartment of Pathology, Kyushu University Beppu Hospital, Beppu, 874-0838, Japan iDepartment of Pathology, Oita Oka ...
Frontiers

E-Commerce Brand Ranking Algorithm Based on User Evaluation and Sentiment Analysis

Consumers often need to compare the same type of products from different merchants to determine their purchasing needs. Fully mining the product information on the website and applying it to ...