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Kymatio
What Does Kymatio Do?
Kymatio provides fast and efficient implementations of wavelet scattering transforms, a powerful tool for feature extraction in machine learning and signal processing. Designed for scalability and ease of use, Kymatio allows researchers and practitioners to leverage the benefits of wavelet scattering across various domains, including audio analysis, image recognition, and time series analysis.
Where Is Kymatio's Headquarters?
HQ Function
Core development, research, and community engagement for the Kymatio library.
Notable Features:
N/A - Primarily a distributed team leveraging shared resources and computational infrastructure.
Work Culture:
Collaborative and open-source focused, emphasizing scientific rigor and community contributions.
HQ Significance:
Represents the central hub for the Kymatio project's intellectual leadership and strategic direction.
Values Reflected in HQ: Openness, collaboration, scientific excellence, and community-driven development.
Location:
Kymatio's open-source nature means its code and applications are used globally by researchers and practitioners in various fields, including signal processing, image analysis, audio processing, and machine learning. It supports research, education, and industrial applications around the world.
Street Address:
N/A (Distributed Team)
City:
N/A
State/Province:
N/A
Country:
France (Strong Presence)
Where Else Does Kymatio Operate Around the World?
Paris, France (Associated with ENS)
Address: 45 rue d'Ulm, 75005 Paris, France (Approximate location, based on ENS address)
A center for theoretical and applied research within the Parisian scientific community.
Buying Intent Signals for Kymatio
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Who's Leading Kymatio? Meet the Executive Team
As of April 2025, Kymatio' leadership includes:
Who's Investing in Kymatio?
Kymatio has been backed by several prominent investors over the years, including:
What Leadership Changes Has Kymatio Seen Recently?
Kymatio is primarily an open-source project driven by contributions from various researchers and developers. There aren't typical 'executive' hires or exits in the traditional company sense. Updates usually involve changes in core contributors or project leadership within collaborating institutions.
What Technology (Tech Stack) Is Used byKymatio?
Discover the tools Kymatio uses. Highperformr reveals the technologies powering your target accounts — helping your sales, marketing, and GTM teams prioritize smarter and close faster.
Kymatio Email Formats and Examples
Since Kymatio is an open-source project, there isn't a standardized company email format. Contacts are generally through personal academic or professional email addresses. Email addresses associated with individuals at the ENS (École Normale Supérieure) are common for core contributors.
[first_initial][last]@ens.fr (Example based on ENS)
Format
jdoe@ens.fr (Example only)
Example
N/A (Not applicable for an open-source project)%
Success rate
What's the Latest News About Kymatio?
Journal of Machine Learning Research • October 2022
Group Equivariant Convolutional Networks
This paper introduces Group Equivariant Convolutional Networks (G-CNNs), which are built on group theory and can be used to extract features that are invariant to certain transformations. It shows how wavelet scattering transforms can be viewed as a special case of G-CNNs....more
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