Albert Cardona

Plots of a ReLU function (Rectified Linear Unit) and a ReLU tamed by tanh to keep its activation values below 1, which is far more realistic for modeling a neuron's activation function:
desmos.com/calculator/jcx2xcgd

"Desmos Studio is a Public Benefit Corporation with a goal of helping everyone learn math, love math, and grow with math."

#graphs #desmos #plots

ReLU

Desmos
Charo del Genio

The registration portal for the School and Workshop in higher-order networks is now open! The link is on the main page of the event. Mark these dates in your calendar: 25 June - 2 July!

Please boost and reshare to anyone who may be interested, and especially students and researchers from South America.

iip.ufrn.br/eventsdetail.php?i

#physics #mathematics #networks #graphs #hypergraphs #complexity #science #school #workshop #conference

International Institute of Physics

International Institute of Physics

www.iip.ufrn.br
DARIAH EU

Adding interactivity to #graphs helps viewers to engage 👀

This #TrainingTuesday, this lesson on #interactive #visualisations from Programming Historian provides an overview of what Plotly is, why it’s useful, and how it can be used with #Python.

➡️ Check it out on DARIAH Campus: buff.ly/rxo3cha

Jack Linke 🦄

Talk me out of building a #Neo4j implementation in parallel to my existing #PostgreSQL DB (with a subset of tables as nodes) for queries that tend to be "graph-like" in nature.

In particular, I'm thinking of failure analysis, predictive maintenance, etc in relation to physical infrastructure I model as a directed acyclic graph.

Is this just my #ADHD wanting to try something new, or could I actually find value in this side-quest? 😬

#Modeling #SoftwareEngineering #Database #Graphs #Django #UhOh

Mar 05, 2025, 23:21 · · · 1 · 0
Starbeamrainbowlabs

While I try to find time to write a PhD update blog post, here's a Cool Graph I plotted recently for my rainfall radar model.

One of the things I have been asked to do in my PhD corrections is to assess the model's stability. To this end, I trained a series of models at different learning rates, and this is the result.

Now I just need to figure out why the output prediction looks like it has a case of chickenpox.....

#PhD #PhDThesis #Corrections #Research #Graphs #DataVisualisation #AcademicChatter #Rainfall #Debugging #AI #ML

ErrantScience

See if you can work out the number of mistakes in this graph and let us know. Anyone that gets it right will be awarded special internet points. #DataVis #Data #Graphs

Marc Trius

Is there a term for a graph that changes shape as it is traversed? (You could say that an edge is or isn't enabled depending on which edge was used to enter the node)

#ComputerScience #math #graphs

JMLR

'Enhancing Graph Representation Learning with Localized Topological Features', by Zuoyu Yan, Qi Zhao, Ze Ye, Tengfei Ma, Liangcai Gao, Zhi Tang, Yusu Wang, Chao Chen.

jmlr.org/papers/v26/23-1424.ht

#topological #graphs #connectivity

dbat :godot:

#Dev #Graphs #Godot #GDScript

Basic graph:

A ---------------------> C
| ^
'---------> B ------------'

A goes to B and C. B goes to C.

Say I change A. How do I get a result in C? What are the ways to make it "run"?

I can do a recursive loop, but it gets hard to reason about.

Are there words for this I can search up?

Could it be done with signals?

Also, is there some clever way to detect infinite loops?

graph-plexed
🦇

AlexCrimi

We have a new preprint on #TDA: "Modeling Misfolded Protein Spread in #Alzheimer 's via Higher-Order Contagion"
by M. Wardynsky, I. Iacopini, G. Petri & V. Latora. We show how high-order #graphs improve predictions of misfolded protein spreading vs. SOTA models. 🔗 medrxiv.org/content/10.1101/20

JMLR

'Learning Gaussian DAGs from Network Data', by Hangjian Li, Oscar Hernan Madrid Padilla, Qing Zhou.

jmlr.org/papers/v25/21-0846.ht

#nodes #graphs #structure

Paco Xander Nathan

🚀 ASK-ME-ANYTHING session @ GraphGeeks.org ❣️

Join us for this 'connected' discussion -- ask your burning questions -- with Paco Nathan @ Senzing, an evil mad scientist at the cutting edge of AI applications, graphs technologies, and data analytics use cases in general.

📅 Thu Jan 30 🕒 08:00 US Pacific | 16:00 London
lnkd.in/gFYqkK-X

#AI #KG #DataScience #TechTalk #Graphs #GraphRAG #Senzing

Harald Klinke

Graphs are everywhere, but LLMs are trained on text. In „Talk like a Graph“ (ICLR 2024), Google introduces methods for encoding graphs for LLMs, launches the GraphQA benchmark, and demonstrates how task phrasing & graph structure impact reasoning. #ICLR2024 #AI #Graphs

Talk like a graph: Encoding gr...

Bluesky

Bluesky Social
Felix 🇺🇦🚴‍♂️🇨🇦🇬🇱🇩🇰🇲🇽🇵🇦 🇪🇺

The #Dusa Programming Language
Dusa is a logic programming language designed by Rob Simmons and Chris Martens, the first implementation of finite-choice logic programming. #datalog #logicprogramming #graphs #prolog #programminglanguages

dusa.rocks/docs/introductions/

Dusa is a graph exploration language

Using Dusa to describe and explore graphs.

Dusa
Jan 18, 2025, 20:48 · · · 0 · 0