Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
guide.elm-lang.org
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers | guide.elm-lang.org | |
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26,362 | 317 | |
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0.0 | 0.0 | |
5 months ago | about 2 months ago | |
Jupyter Notebook | Elm | |
MIT License | GNU General Public License v3.0 or later |
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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
- Probabilistic Programming and Bayesian Methods for Hackers (2013)
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[Q] Bayesian statistics!
Also this is quite nice practical introduction which might help with finding answers to your questions: https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
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How many of you have used algebra, calculus, geometry, etc in your business careers/the real world?
This is a good intro to probabilistic programming.
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Suggestions for some best books on computer vision
Probabilistic programming is a nice technique to have up your sleeve.
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Bayes examples and study help
+1 for Statistical Rethinking. Iโm also partial to Bayesian Methods for Hackers.
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โจ 10 Free Books for Machine Learning & Data Science ๐
๐ https://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/
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Predicting the distribution of a variable rather than a point estimate
Youโre welcome! I would recommend Bayesian Methods for Hackers
- Bayesian Methods for Hackers
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A collaborative book on DeFi
All content is open-source: everyone is free to read, but also to contribute to the book using github. I know of one other book that followed this open-source 'publishing' model and became quite successful eventually through community efforts. I contemplated for a bit to create a book DAO but I think it's going to be overkill :).
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[R] Analysis of Russian vaccine trial outcomes suggests they are lazily faked. Distribution of efficacies across age groups is quite improbable
Jake Vanderplas's Statistics for Hackers presentation is a perfect place to start. Bayesian Methods for Hackers is also very good.
guide.elm-lang.org
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Who else finds the use of 'I' offputting in the docs?
If you look at the repo for that guide (https://github.com/evancz/guide.elm-lang.org), the description and README clearly state that this is his book on learning Elm, so for me it makes complete sense that it is in the I-form. Maybe the fact that it's linked from the official Elm page without any mention of that causes a feeling of disconnect for you.
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Free 500+ books and learning resources for every programmer.
An Introduction to Elm (HTML)
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Why is Elm documentation so poor?
I am continually perplexed how poor the official documentation is for Elm (https://guide.elm-lang.org). I love the language, I really enjoy working with it, but where does one go to see the complete API? In particular right now I'm trying to find more on setting various events and accessibility attributes in forms, and this is all I see on the official docs: https://guide.elm-lang.org/architecture/forms.html. Not even a label example on a form page? How is this considered good documentation for a language that has been around for a decade? Is there some secret handshake I need to learn to get access to more in-depth documentation of the language?
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Here's To Learning Haskell
I think a good first step would be getting familiar with functional programming in general. I recommend working through the Elm Guide, which will get you acquainted with functional programming idioms and working with immutable data. Then, move on to an introductory Haskell resources, such as Write Yourself a Scheme in 48 Hours. After that, hit up CodeWars and start solving puzzles in Haskell.
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What makes a programming language tutorial/syntax guide as easy as possible?
I think The Elm Guide does a very good job.
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Simplest way to make quick adding program with buttons
Check out Elm. Page 4 of the intro guide I linked offers something close, which you could build upon to create what you want there.
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Easy Questions / Beginners Thread (Week of 2021-05-24)
My advice is to follow the elm official guide. Anyway, any doubt you may have, ping me (gabber) on Elm official slack or write to #beginners channel!
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React to Elm Migration Guide
This guide will help you learn and migrate to Elm with assumption you already know the basics of React. The Elm guide is great and will give you a thorough understanding of everything you need to know, in a good order.
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Should I learn Haskell
Elm Introduction: https://guide.elm-lang.org/
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Elm Cheat Sheet
The official Elm guide
What are some alternatives?
dtale - Visualizer for pandas data structures
racket - The Racket repository
NLP-Model-for-Corpus-Similarity - A NLP algorithm I developed to determine the similarity or relation between two documents/Wikipedia articles. Inspired by the cosine similarity algorithm and built from WordNet.
lisp-koans - Common Lisp Koans is a language learning exercise in the same vein as the ruby koans, python koans and others. It is a port of the prior koans with some modifications to highlight lisp-specific features. Structured as ordered groups of broken unit tests, the project guides the learner progressively through many Common Lisp language features.
JLee_LinearOptimizationBook
book - Using Raku โ an unfinished book about Raku
clojure-style-guide - A community coding style guide for the Clojure programming language
elixir-getting-started - PDF, MOBI, EPUB documents for Elixir's Getting Started tutorial.
paip-lisp - Lisp code for the textbook "Paradigms of Artificial Intelligence Programming"
Kalman-and-Bayesian-Filters-in-Python - Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
Scala school - Lessons in the Fundamentals of Scala
Cypress - Fast, easy and reliable testing for anything that runs in a browser.