Giotto_ai

@giotto_ai

pip install giotto-tda pip install giotto-time Open source machine learning powered by mathematical innovation

Lausanne
giotto.ai
Vrijeme pridruživanja: listopad 2019.
84 fotografije ili videozapisa Fotografije i videozapisi

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  1. 4. velj

    Hear it from one of our lead developers! is doing a meetup on TDA in Fribourg Wednesday the 5th. "we'll be walking through how the Mapper algorithm works and apply it to some simple examples. No math required - just a laptop with Python"

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  2. proslijedio/la je Tweet
    29. sij

    Delighted for a thrilling session at yesterday, for which I thank all our great speakers. Thanks also to for agreeing to upload talks and slides. My own slides containing closing remarks and web links can also be found at: .

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    28. sij

    emphasises the distinction between two types of interpretability: the end-user vs deeply understanding how NNs actually work (why don’t the overfit etc)

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    28. sij

    Nicole Sanderson argues that topology is not “hard” - we just need to do a better job explaining it

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    28. sij

    moderating the panel discussion with all the speakers in the AI and Topology track at

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    28. sij

    Prof. Nicole Sanderson wrapping up the last technical talk on topology applied to time series

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  7. 28. sij

    “I try to push machine learning towards topology!”

    kicking off the next session at the AI and Topology track at
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    28. sij

    talking about using topology to perform graph classification at

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    28. sij

    The AI and Topology track at continues with Prof. Vitaliy Kurlin talking about applications of TDA to material science

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  10. 28. sij

    Nice attendance today at AI & Topology at

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    28. sij

    Prof. Frederic Chazal talking about *learning* representations of persistence diagrams for machine learning.

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    28. sij

    Prof. Kathryn Hess kicking off the AI & Topology track at - looking forward to the talks from the speakers!

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  13. 27. sij

    "Sounds challenging to got from such an abstract subject to real-world applications" heard in the office Curiosity is all you need to add some topology to AI at . NLP, graphs, material-science & time-series, are some applications discussed at AI & Topology

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  14. 24. sij

    TDA x AI Katrhyn Hess Nicole Sanderson

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  15. 24. sij

    ATOL is now a feature

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  16. 24. sij

    Cutting-edge research moves so fast, and finding exactly the code you need can be a struggle. We experimented with the latest method for automatic extraction of topological features dubbed ATOL. And we decided to integrate in Giotto:

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    23. sij

    Hello, world! This is the official account for NumPy, the fundamental package for scientific computing with Python. Follow us for news, info and content related to NumPy!

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  18. 23. sij

    Our ultimate ambition behind Giotto-TDA is to access user-friendly and state-of-the-art methods under one roof. has been lead developer behind this initiative and he will be closing the track at AI & Topology!

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  19. 22. sij

    Innovations often occur at the interface of two very different subjects. With a background in pure topology, Kathryn has been instigating the applications of TDA for example in the Blue brain project . Join her at AI & Topology at

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  20. 21. sij

    Only in their numerical representation can we do machine learning on graphs Graphs are likely to have topological properties, but these properties are missed by numeric representations At will show how TDA can remedy this with high-dimensional embeddings

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