Probabilistic-Programmin
By CamDavidsonPilon
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)
| Probabilistic-Programmin | Probabilistic-Programming-and-Bayesian-Methods-for-Hackers | |
|---|---|---|
| 1 | 30 | |
| - | 26,406 | |
| - | - | |
| - | 0.0 | |
| - | 6 months ago | |
| Jupyter Notebook | ||
| - | MIT License |
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-Programmin
Posts with mentions or reviews of Probabilistic-Programmin.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-07-04.
-
Ask HN: Literature for Mathematical Optimization?
I recommend Bayesian Methods for hackers [1]. It doesn’t go too deep on theory but I feel like it’s well written and has really good coded up examples of theory being applied to problems. It has a relatively narrow scope, but I find myself reaching for methods I learned from the author frequently.
[1] https://github.com/CamDavidsonPilon/Probabilistic-Programmin...
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)
-
[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
-
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.
-
Suggestions for some best books on computer vision
Probabilistic programming is a nice technique to have up your sleeve.
-
Bayes examples and study help
+1 for Statistical Rethinking. I’m also partial to Bayesian Methods for Hackers.
-
✨ 10 Free Books for Machine Learning & Data Science 📚
🔗 https://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/
-
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
-
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 :).
-
[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.
What are some alternatives?
When comparing Probabilistic-Programmin and Probabilistic-Programming-and-Bayesian-Methods-for-Hackers you can also consider the following projects:
dtale - Visualizer for pandas data structures
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.
JLee_LinearOptimizationBook
clojure-style-guide - A community coding style guide for the Clojure programming language
paip-lisp - Lisp code for the textbook "Paradigms of Artificial Intelligence Programming"
Scala school - Lessons in the Fundamentals of Scala
guide.elm-lang.org - My book introducing you to Elm!
android_guides - Extensive Open-Source Guides for Android Developers
papers-we-love - Papers from the computer science community to read and discuss.
devdocs - API Documentation Browser
machine-learning-cheat-sheet - Classical equations and diagrams in machine learning
learnapl - Introduction to Dyalog APL: https://xpqz.github.io/learnapl
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs dtale
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs NLP-Model-for-Corpus-Similarity
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs JLee_LinearOptimizationBook
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs clojure-style-guide
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs paip-lisp
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs Scala school
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs guide.elm-lang.org
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs android_guides
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs papers-we-love
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs devdocs
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs machine-learning-cheat-sheet
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs learnapl