Namaste ML (defiops.eth) @namaste_ml
defiops.eth | featureneutral.eth | aisingularity.eth | xyb.eth | maana.eth rarible.com/deep_dream Interesting stuff 👉 Joined November 2020-
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GPTX.ETH
How much dropout is too much dropout? Yes.
Imagine you’re competing in a data science tournament and in the middle of it *the rules change* and the *number of features available increases*, and the *objective of the tournament changes*, and your predictions are being used to trade *a real hedge fund* and *your rewards are…
Possibility of detecting regime drift using eras? need to test on full feature set validation_set_small_feature_set_transformer_model @the_moliver @numerai
Possibility of detecting regime drift using eras? need to test on full feature set validation_set_small_feature_set_transformer_model @the_moliver @numerai https://t.co/bKLOzi9WqG
Thank you @ansonschu for adding me for the beta tests and @tasha_jade for the feedbacks 🙏
Something I was beta testing for the past few weekends. Model uploading feature of @numerai makes it super easy to automate daily submissions to the tournament. Gives you more time for experiments and takes away the cost of hosting. medium.com/@parmarsuraj99…
Small update: added support for spot delta (delta discounted for interest rates) to the blackscholes library. forward delta and spot delta are often conflated, but serve different heding purposes under the Black Scholes model. pip install blackscholes github.com/CarloLepelaars…
@richardcraib Bullish on the AI God’s punishment 🚀
“in the next 5 years I think some of of investing vehicle is going to figure out how to use AI to get crazy outperformance” — Sam Altman
#Arigato to all the amazing speakers who made yesterday’s @numerai #meetup in #Tokyo such a fantastic event! I had a great time connecting with the #Japanese #community and capturing the moment with a #360selfie. Looking forward to more events like this in the future! 🇯🇵
Might not be accurate. But still worth a try... looking at everything (all) at once!
Might not be accurate. But still worth a try... looking at everything (all) at once!
Transformers X @numerai datasets. Something I was working on for last few weekends. - Comes with a "Run all" Colab notebook. - Transformer on Eras as sequences - low compute - Runs under 20 min #MachineLearning #ArtificialIntelligence #NumeraiOrDie parmarsuraj99.medium.com/era-of-transfo…
Not necessarily ranking but yeah forum.numer.ai/t/using-transf…
Numerai @numerai
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169 Followers 12 Following previously AI, now alien intelligence dominating other quant hedge fundsLooks like there’s going to be an announcement from OpenAI today.
How much dropout is too much dropout? Yes.
they just work, no overfitting!
The Transformer is a magnificient neural network architecture because it is a general-purpose differentiable computer. It is simultaneously: 1) expressive (in the forward pass) 2) optimizable (via backpropagation+gradient descent) 3) efficient (high parallelism compute graph)
I was overfitting on same batches and expecting it to generalize lol. Small bug costed a day’s training
Overfit then regularize, Overparameterize then regularize ftw!
Imagine you’re competing in a data science tournament and in the middle of it *the rules change* and the *number of features available increases*, and the *objective of the tournament changes*, and your predictions are being used to trade *a real hedge fund* and *your rewards are…
Nothing gives me more anxiety than choosing how to scale or normalize timeseries stuff
Do you speak Gujarati, Punjabi or Thai? We actually need AYA language ambassadors for all these languages. Join us, and meet others who are working on multilingual representation across the world. We are open sourcing all data and models we build.
I was thumbing through this month’s IEEE Spectrum at lunch today, and I came across this list. I can’t help but wonder how many of these things besides the Copilot and the OpenAI offerings are wrappers on OpenAI’s APIs? I’d wager that a large fraction of them are just that.
Vote for Numerai in the @hackernoon Startup of the Year awards 2023 hackernoon.com/startups/north…
Possibility of detecting regime drift using eras? need to test on full feature set validation_set_small_feature_set_transformer_model @the_moliver @numerai
Transformers X @numerai datasets. Something I was working on for last few weekends. - Comes with a "Run all" Colab notebook. - Transformer on Eras as sequences - low compute - Runs under 20 min #MachineLearning #ArtificialIntelligence #NumeraiOrDie parmarsuraj99.medium.com/era-of-transfo…
Thank you @ansonschu for adding me for the beta tests and @tasha_jade for the feedbacks 🙏
Something I was beta testing for the past few weekends. Model uploading feature of @numerai makes it super easy to automate daily submissions to the tournament. Gives you more time for experiments and takes away the cost of hosting. medium.com/@parmarsuraj99…
Small update: added support for spot delta (delta discounted for interest rates) to the blackscholes library. forward delta and spot delta are often conflated, but serve different heding purposes under the Black Scholes model. pip install blackscholes github.com/CarloLepelaars…
numerai sponsoring zuck’s appearance on lex 😂
Here's my conversation with Mark Zuckerberg, his 2nd time on the podcast. We talk about the future of AI at Meta, Facebook, Instagram, and WhatsApp, both near-term open source development of AI and the journey of human civilization toward building AGI. youtube.com/watch?v=Ff4fRg…
Both available in Canada now! Impressive!
Last chance to pre-order Personal GPT before #WWDC23! Enjoy privacy & offline support with our on-device chatbot for Apple devices. Don't miss out! #GenerativeAI #Privacy #LLM apps.apple.com/us/app/persona…
@richardcraib Bullish on the AI God’s punishment 🚀
$2m worth of Numerai stakes have been burned in the last 5 weeks! 130k NMR🔥