PyT is the ultimate platform for Topological Deep Learning. PyT is created the pyt-team. Creators of #TopoNetX, #TopoModelX, #TopoEmbedX.
Joined June 2023
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TopoX arxiv article is now online!
I am proud to present TopoX, a suite of packages that facilitate deep learning computations on topological spaces. Many thanks everyone who contributed to this effort
@PyT_Team_
arxiv.org/pdf/2402.02441.pdf
PyT retweeted
Looking forward to a day of dynamic presentations and conversations with the NeurReps community. Join us on December 16th in Ballroom A/B
NeurReps is this Saturday Dec 16 in Ballroom A/B at @NeurIPSConf!
Come out for an exciting program of talks, posters, and discussions at the intersection of deep learning, higher mathematics, and computational neuroscience
PyT retweeted
I am recruiting PhD students for 2024!😃
You want to reveal the geometric signatures of natural and artificial intelligence, and crack the neural code? 🌐🧠🤖
Apply to the UCSB Geometric Intelligence Lab✨
This is the view you'd have from... well, your desk🌴
PyT retweeted
Fantastic opportunity to create a research lab of differential geometry at the University of California, Santa Barbara! 🌐
As a junior assistant professor on campus, I can only wholeheartedly recommend to join us in this fabulous working environment 👋
Open position in Differential Geometry at the University of California, Santa Barbara campus!
Deadline coming up soon, more details: 👇
math.ucsb.edu/news/announcem…
checkout the new tutorials in #TopoEmebX for topological domains embeddings algorithms like #Cell2Vec and #DeepCell : github.com/pyt-team/TopoEmbe… @ninamiolane @mathildepapillo @HajijMustafa @tolga_birdal @theopapamarkou @ghadazamzmi @naturecomputes @PaulRosenPHD
PyT retweeted
First, a big thank you to the organizers, reviewers, and @PyT_Team_ contributors that made this challenge possible
@HajijMustafa @ninamiolane @ghadazamzmi @theopapamarkou @tolga_birdal @PaulRosenPHD @samagashreyas @soham0209 @Pseudomanifold @naturecomputes @emerson_tegan
2/8
what is Topological Deep Learning #TDL? Start exploring relational data with our comprehensive library
github.com/pyt-team/
@tolga_birdal @ghadazamzmi @ninamiolane @mathildepapillo @naturecomputes @theopapamarkou @HajijMustafa
Start building your topological neural networks today with #PyT.
#TopoModelX
#TopoNetX
#TopoEmbedX
github.com/pyt-team
@ninamiolane @PaulRosenPHD @tolga_birdal @HajijMustafa @mathildepapillo @naturecomputes @ghadazamzmi
PyT retweeted
Our QCVML workshop has caught spotlight in the @CVPR Daily magazine by @RSIPvision: rsipvision.com/CVPR2023-Tues…. We're thrilled by the eagerness of our community to embrace novel methodologies and technologies. Onward we go! #CVPR2023
PyT retweeted
Landed in Vancouver! If you are at #CVPR23, let's chat about topology🍩 & geometry🌐?
At 9am at the @TAGinDS workshop tomorrow (East 16), I'll present our survey of topological neural nets w/ @mathildepapillo @naturecomputes @HajijMustafa to show how to process relational data🖇️
We look forward to seeing you tomorrow at the workshop on Topology, Algebra, and Geometry in Pattern Recognition with Applications @CVPR! We have two fantastic keynotes, spotlight talks, and a community building oriented panel for the Geometry Track of CVPR! Check out the lineup!
PyT retweeted
✨ The first topological deep learning challenge will happen at @icmlconf @TAGinDS 2023!
Build a topological neural network and get published
🍩 More information on the challenge website: tinyurl.com/tdlch
Thrilled to announce the first Topological Deep Learning Challenge hosted at @icmlconf 2023 by @TAGinDS 🎉🍩 Build a topological neural network with the tools of TopoModelX, and get published! Help us spread the word📣 Challenge website: tinyurl.com/tdlch
PyT retweeted
Excited to share our paper on Topological Deep Learning, now available online: researchgate.net/publication…. Our work builds the subject from the ground up, both theoretically and practically, and opens up a new area of research. Thanks to all the co-authors! #TopologicalDeepLearning
PyT retweeted
Graphs & geometric deep learning are cool, but what's next? Our latest work leverages topology to model higher order relationships beyond graphs, covering domains like meshes, sets & their mixtures naturally. Learn more: arxiv.org/abs/2206.00606 #TopologicalDeepLearning #TDL
PyT retweeted
Topological representation learning made easy with TopoEmbedX :
github.com/pyt-team/TopoEmbe…
PyT retweeted
Topological computing on topological domains such as simplicial complex, cell complex and hypergraphs is made easy with TopoNetX
github.com/pyt-team/TopoNetX
Topological representation learning made easy with TopoEmbedX :
github.com/pyt-team/TopoEmbe…
Topological computing on topological domains such as simplicial complex, cell complex and hypergraphs is made easy with TopoNetX
github.com/pyt-team/TopoNetX
Thrilled to announce the first Topological Deep Learning Challenge hosted at
@icmlconf
2023 by
@TAGinDS
🎉📷 Build a topological neural network with the tools of TopoModelX, and get published! Help us spread the word📷tinyurl.com/tdlch
