How-To Geek on MSN

How to Use pandas DataFrames in Python to Analyze and Manipulate Data

pandas is a Python module that's popular in data science and data analysis. It's offers a way to organize data into ...
C&EN

Integrating ESM-2 and Graph Neural Networks with AlphaFold-2 Structures for Enhanced Protein Function Prediction

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Protein function prediction is essential for elucidating biological processes and ...
CoinDesk

U.S. Senators Pitch New Crypto Market Structure Framework as Hearing Approaches

Top U.S. senators have shared the outline of what they're after in the effort to establish rules of the road for domestic crypto markets, releasing a set of principles on Tuesday as they prepare to ...
VentureBeat

AI Is rewriting the data playbook — and knowledge graphs are page one

For decades, enterprise data infrastructure focused on answering the question: “What happened in our business?” Business intelligence tools, data warehouses, and pipelines were built to surface ...
GitHub

[ICML 2025] Reaction Graph: Towards Reaction-Level Modeling for Chemical Reactions with 3D Structures

Chemical reactions happen when atoms rearrange themselves, turning molecules into something new—like making medicines or new materials. But current AI methods still aren't good at guessing how ...
GitHub

For ItemGraph class, add an option to write_to_file so the graph contents can be written to a JSON file instead of a GML file.

After an ItemGraph is created from various items in an org, have the ability to write the contents in bulk to a JSON file. I guess the output format doesn't have to be JSON, but it should be something ...
IEEE

Anomaly Detection Over Multi-Relational Graphs Using Graph Structure Learning and Multi-Scale Meta-Path Graph Aggregation

Abstract: Graph Neural Networks (GNNs) have recently achieved remarkable success in various learning tasks involving graph-structured data. However, their application to multi-relational graph anomaly ...
Quanta Magazine

Undergraduate Upends a 40-Year-Old Data Science Conjecture

A young computer scientist and two colleagues show that searches within data structures called hash tables can be much faster than previously deemed possible. Sometime in the fall of 2021, Andrew ...
Scientific Research Publishing

A Maritime Document Knowledge Graph Construction Method Based on Conceptual Proximity Relations ()

1 COSCO Shipping Technology Co., Ltd., Shanghai, China. 2 COSCO Shipping Specialized Carriers Co., Ltd., Guangzhou, China. The cost and strict input format requirements of GraphRAG make it less ...
Frontiers

Semantic composition of robotic solver algorithms on graph structures

This article introduces a model-based design, implementation, deployment, and execution methodology, with tools supporting the systematic composition of algorithms from generic and domain-specific ...