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Francisco Sosa proslijedio/la je Tweet
Normalisation, how to do it fast for the untyped lambda-calculus by means of evaluation, and why we care (together with some of the required type theory/PLT background): first of a series, hopefully. Feel free to yell at me in replies about mistakes etc!http://colimit.net/posts/normalisation-by-evaluation/ …
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Francisco Sosa proslijedio/la je Tweet
I combined the content from my previous "Intermediate Streamlit" article plus some new notes I'd taken into my own "Streamlitopedia". If you're using
@streamlit, maybe there's something helpful in here for you. https://pmbaumgartner.github.io/streamlitopedia/ …pic.twitter.com/RUUSfq05xC
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Francisco Sosa proslijedio/la je Tweet
Here are some thoughts on stats “vs” ML. Rel btwn the fields, why debates on topic are almost always fundamentally flawed, why I think there’s so much talking past each other, and why I wish we could focus instead on *specific* methods + problems https://sgfin.github.io/2020/01/31/Comments-ML-Statistics/ … 2/3
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Francisco Sosa proslijedio/la je Tweet
I must highlight this great post about covariance and contravariance, and not just for
#haskell. The fact that co/contravariance have an even/odd parity structure (where odd*odd = even, etc) is key to many confusions Ive had in the past in math/physics,etchttps://www.fpcomplete.com/blog/2016/11/covariance-contravariance …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Francisco Sosa proslijedio/la je Tweet
"Machine Learning doesn’t have to be a black box anymore. What use is a good model if we cannot explain the results to others. Interpretability is as important as creating a model." A neat kernel on "Intrepreting Machine Learning models" by
@pandeyparulhttps://www.kaggle.com/parulpandey/intrepreting-machine-learning-models …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Francisco Sosa proslijedio/la je Tweet
Creating a serendipitous connection, freely offering a good idea, telling someone you see their potential & you'll be in their corner... these are both cheap & costly, the currency of trust in the human project Invest this way and you'll have the world's most joyous nest egg
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Francisco Sosa proslijedio/la je Tweet
A few years ago TensorFlow looked indomitable. Now it's on the verge of being overtaken by Pytorch. OpenAI just announced it's standardizing on Pytorch, joining the likes of Tesla, Nvidia, and FB. Google hoped TensorFlow would cement its lead in ML. It may soon be a liability.pic.twitter.com/xZuTvgn939
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Francisco Sosa proslijedio/la je Tweet
An Opinionated Guide to ML Research: “To make breakthroughs with idea-driven research, you need to develop an exceptionally deep understanding of your subject, and a perspective that diverges from the rest of the community—some can do it, but it’s hard.” http://joschu.net/blog/opinionated-guide-ml-research.html …pic.twitter.com/fyO6cyr9im
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Francisco Sosa proslijedio/la je Tweet
If you're running xgboost, lgbm, or other forest based models in production you need to check out our new forest inference library. 40x faster predictions, cheaper than cpu and way less rack space.https://twitter.com/rapidsai/status/1222955777993797632 …
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Francisco Sosa proslijedio/la je Tweet
A lot gets written about how to write Haskell code, but much less about how to successfully hunt down performance bugs using profiling. That makes our latest blog post all the more interesting: “Locating performance bottlenecks in large Haskell codebases”https://www.tweag.io/posts/2020-01-30-haskell-profiling.html …
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Francisco Sosa proslijedio/la je Tweet
Thanks
@FirstMarkCap@mattturck for the invitation to talk about why I believe NLP is the most important field of Machine Learning. Who doesn't agree with me?https://firstmarkcap.com/events/data-driven/nlp-the-most-important-field-of-ml/ …Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Francisco Sosa proslijedio/la je Tweet
slides from my "Muppets and Transformers" talk at
#reworkAIhttps://docs.google.com/presentation/d/1WRv-dfOjMyzGcx8H7rOZJia0ovbsV0klyBVga-3KO6k/edit?usp=sharing …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Francisco Sosa proslijedio/la je Tweet
New paper: Towards a Human-like Open-Domain Chatbot. Key takeaways: 1. "Perplexity is all a chatbot needs" ;) 2. We're getting closer to a high-quality chatbot that can chat about anything Paper: https://arxiv.org/abs/2001.09977 Blog: https://ai.googleblog.com/2020/01/towards-conversational-agent-that-can.html …pic.twitter.com/5SOBa58qx3
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Francisco Sosa proslijedio/la je TweetHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi
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Francisco Sosa proslijedio/la je Tweet
I just published my initial devcontainer setup for
@code, allowing you to install a Haskell environment (via HIE) with zero effort! Please try it, and send PRs to make it better (I really have no idea what I'm doing
)https://github.com/hmemcpy/haskell-hie-devcontainer …Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Francisco Sosa proslijedio/la je Tweet
Introducing the new Thinc, a refreshing functional take on deep learning!
Static type checking
Mix @PyTorch,@TensorFlow &@ApacheMXNet
Integrated config system
Extensible backends incl. JAX (experimental)
Variable-length sequences & morehttps://thinc.ai Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Francisco Sosa proslijedio/la je Tweet
Haskell-ide-engine and Ghcide teams are joining forces to work on a single Haskell IDE. See https://neilmitchell.blogspot.com/2020/01/one-haskell-ide-to-rule-them-all.html … for details. With
@cocreature,@alan_zimm and many contributors from both sides.Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Any twitter friends that can invite me to http://lobste.rs ?
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Francisco Sosa proslijedio/la je Tweet
GPT-2 can generate some impressive looking sentences, but
@GaryMarcus claims that "anything that looks like genuine understanding is just an illusion."#gpt2#Intelligencehttps://thegradient.pub/gpt2-and-the-nature-of-intelligence/ …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Francisco Sosa proslijedio/la je Tweet
Uh this emacs region undo thing is kinda blowing my mind. I had no idea!pic.twitter.com/WWYbZtNIM4
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theory via Haskell | Data Science