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)
Scala school
Lessons in the Fundamentals of Scala (by twitter)
| Probabilistic-Programming-and-Bayesian-Methods-for-Hackers | Scala school | |
|---|---|---|
| 30 | 4 | |
| 26,362 | 3,698 | |
| - | 0.0% | |
| 0.0 | 0.0 | |
| 5 months ago | about 1 year ago | |
| Jupyter Notebook | HTML | |
| MIT License | Apache License 2.0 |
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.
Scala school
Posts with mentions or reviews of Scala school.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-08-19.
- Scala School
- New career
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What should I avoid coming from Java to Scala?
The great thing about Scala it’s built to support both functional and OOP depending on your needs. As for some great Scala basics for beginners, I found the Twitter scala school very helpful https://twitter.github.io/scala_school/
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Free 500+ books and learning resources for every programmer.
Scala School by Twitter
What are some alternatives?
When comparing Probabilistic-Programming-and-Bayesian-Methods-for-Hackers and Scala school you can also consider the following projects:
dtale - Visualizer for pandas data structures
Demos and Examples in Scala (Chinese) - scala、spark使用过程中，各种测试用例以及相关资料整理
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.
Exercism - Scala Exercises - Crowd-sourced code mentorship. Practice having thoughtful conversations about code.
JLee_LinearOptimizationBook
Scala Exercises - The easy way to learn Scala.
clojure-style-guide - A community coding style guide for the Clojure programming language
Learn-by-doing functional programming course on Scala - learn-by-doing course/tutorial for functional programming on scala
paip-lisp - Lisp code for the textbook "Paradigms of Artificial Intelligence Programming"
The Type Astronaut's Guide to Shapeless - Example code to accompany shapeless-guide.
guide.elm-lang.org - My book introducing you to Elm!
CA Art - Learn Cellular Automata through generative art
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs dtale
Scala school vs Demos and Examples in Scala (Chinese)
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs NLP-Model-for-Corpus-Similarity
Scala school vs Exercism - Scala Exercises
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs JLee_LinearOptimizationBook
Scala school vs Scala Exercises
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs clojure-style-guide
Scala school vs Learn-by-doing functional programming course on Scala
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs paip-lisp
Scala school vs The Type Astronaut's Guide to Shapeless
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs guide.elm-lang.org
Scala school vs CA Art