Multivariate timeseries forecasting of crypto asset prices using transformers

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КОМЕНТАРІ • 19

  • @szekaatti8394
    @szekaatti8394 2 роки тому +15

    fascinating, great work 👍I heard that some quants, instead of using the raw time-ticks, transform the data to a "volume-flow-ticks" and train the model on that. The intuition is that during high-volume periods (like opens) the market has more "information" and your model can more accurately forecast the trend. There is a Quantopin Lecture from Marcos Lopez that goes into details

    • @knowledgelover2736
      @knowledgelover2736 Рік тому +1

      Interesting. I have been thinking of trying something like that. Will text that

  • @mertenesyurtseven4823
    @mertenesyurtseven4823 2 роки тому +13

    Thank you for your effort that you put on this work. Can you please share the code?

  • @Shaunmcdonogh-shaunsurfing
    @Shaunmcdonogh-shaunsurfing 2 роки тому +1

    Impressive video man

  • @IgarokSpider-ht2ve
    @IgarokSpider-ht2ve 10 місяців тому

    Very cool video!!!

  • @Khari99
    @Khari99 Рік тому +9

    An AI presenter giving a presentation on AI. So strange lol

  • @rezaime
    @rezaime Рік тому +5

    please put some resources (e.g. the code, the datasets etc.) in the description

  • @iloos7457
    @iloos7457 Рік тому +1

    Hey man, love the vid. Great use of the AI. can I ask you maybe for the dataset? I'd like to train my own ai and this would be most handy. Thanks let me know please if you read this

  • @oraz.
    @oraz. Рік тому +12

    Weird AI presenters

    • @cyberpunk2978
      @cyberpunk2978 Рік тому +7

      Didn't pass the Turing test

    • @BrendanBoner
      @BrendanBoner Рік тому

      @@cyberpunk2978 definitely didn't get out of the uncanny valley! need to have a AI reader off button like subtitles. Oh, and embedded subtitles ;-)

  • @FrancescoCapuano-ll1md
    @FrancescoCapuano-ll1md Рік тому +2

    AI presenter got me scared af ahaha

  • @BlayneOliver
    @BlayneOliver 9 місяців тому

    How did you manage the exploding gradients? My training losses become Nan values not long after it starts training

  • @Darth_Pig
    @Darth_Pig Рік тому

    I'm really interested on the AI presenter, is there a product or project link for it? I'm working on an AIGC project and could use some info.

  • @bominzhang6732
    @bominzhang6732 Рік тому

    Emm.. Just realized that the audio is VOT, not spoken by human. The figureis also animated by AI
    So cool.

  • @caiyu538
    @caiyu538 9 місяців тому

    At least, it is difficult for me to understand very well.

  • @DataKnight
    @DataKnight 2 роки тому +3

    you used AI for this video

  • @Nand0san35
    @Nand0san35 Рік тому +1

    this AI girl and boy don’t breath

  • @juggernautuci8253
    @juggernautuci8253 Рік тому

    any paper