Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;) (by CamDavidsonPilon)
You-Dont-Know-JS
A book series on JavaScript. @YDKJS on twitter. (by getify)
| Probabilistic-Programming-and-Bayesian-Methods-for-Hackers | You-Dont-Know-JS | |
|---|---|---|
| 30 | 303 | |
| 26,382 | 176,318 | |
| - | - | |
| 0.0 | 4.8 | |
| 5 months ago | 3 months ago | |
| Jupyter Notebook | ||
| MIT License | GNU General Public License v3.0 or later |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
Posts with mentions or reviews of Probabilistic-Programming-and-Bayesian-Methods-for-Hackers.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-02.
- 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. I’m also partial to Bayesian Methods for Hackers.
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✨ 10 Free Books for Machine Learning & Data Science 📚
🔗 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
You’re 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.
You-Dont-Know-JS
Posts with mentions or reviews of You-Dont-Know-JS.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-04-19.
-
10 GitHub Repos for Mastering JavaScript
Repository: getify/You-Dont-Know-JS
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10 JavaScript Sites Every Web Developer Should Know
(https://github.com/getify/You-Dont-Know-JS) You Don't Know JS is a series of books that dives deep into the inner workings of JavaScript. Written by Kyle Simpson, these books explore topics like scope, closures, and prototypes, helping you master JavaScript's more complex concepts.
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🧙♂️Master JavaScript with these 5 GitHub repositories🪄✨🚀
3. You-Dont-Know-JS
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Eloquent JavaScript 4th edition (2024)
There are 6 books, the author recommends reading them in an order:
https://github.com/getify/You-Dont-Know-JS?tab=readme-ov-fil...
If the second edition is not available, you can read the first edition, just be aware some small things may be slightly out of date.
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Tech stories: make me a microservice architecture! But what's the product?
I also understood the importance of reading great books on software engineering; in my case You don't know JS by @getify 👏 basically cured my depression and drop of self-esteem.
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10 GitHub repositories that every developer must follow
✅ getify/You-Dont-Know-JS : https://github.com/getify/You-Dont-Know-JS
- 18 Must-Bookmark GitHub Repositories Every Developer Should Know
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How Closures Work and Why It Matters
“You Don’t Know JS” by Kyle Simpson
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Coming to grips with JS: a Rubyist's deep dive
You Don't Know JS
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JavaScript Coercion : Beyond Basics
JavaScript Data Structures - MDN valueOf - MDN valueOf in JavaScript - ECMA Abstract Operations: To Primitive - ECMA You Don't Know JS by Kyle Simpson
What are some alternatives?
When comparing Probabilistic-Programming-and-Bayesian-Methods-for-Hackers and You-Dont-Know-JS you can also consider the following projects:
dtale - Visualizer for pandas data structures
Crafting Interpreters - Repository for the book "Crafting Interpreters"
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.
Numba - NumPy aware dynamic Python compiler using LLVM
JLee_LinearOptimizationBook
front-end-interview-handbook - ⚡️ Front End interview preparation materials for busy engineers
clojure-style-guide - A community coding style guide for the Clojure programming language
awesome-cheatsheets - 👩💻👨💻 Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.
paip-lisp - Lisp code for the textbook "Paradigms of Artificial Intelligence Programming"
clean-code-javascript - :bathtub: Clean Code concepts adapted for JavaScript
Scala school - Lessons in the Fundamentals of Scala
learnxinyminutes-docs - Code documentation written as code! How novel and totally my idea!
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs dtale
You-Dont-Know-JS vs Crafting Interpreters
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs NLP-Model-for-Corpus-Similarity
You-Dont-Know-JS vs Numba
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs JLee_LinearOptimizationBook
You-Dont-Know-JS vs front-end-interview-handbook
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs clojure-style-guide
You-Dont-Know-JS vs awesome-cheatsheets
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs paip-lisp
You-Dont-Know-JS vs clean-code-javascript
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs Scala school
You-Dont-Know-JS vs learnxinyminutes-docs