machine-learning-yearning
Machine Learning Yearning book by ๐
ฐ๏ธ๐ท๐ญ๐ป๐ฎ๐ ๐ (by ajaymache)
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)
| machine-learning-yearning | Probabilistic-Programming-and-Bayesian-Methods-for-Hackers | |
|---|---|---|
| 3 | 30 | |
| 986 | 26,382 | |
| - | - | |
| 10.0 | 0.0 | |
| over 5 years ago | 5 months ago | |
| Jupyter Notebook | ||
| MIT License | 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.
machine-learning-yearning
Posts with mentions or reviews of machine-learning-yearning.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-23.
-
Summary text on applied ML principles
There's Machine Learning - Yearning by Andrew Ng, it's free on Github: https://github.com/ajaymache/machine-learning-yearning
-
โจ 10 Free Books for Machine Learning & Data Science ๐
๐ https://github.com/ajaymache/machine-learning-yearning
-
ML Books You Need to Read
Machine Learning Yearning
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. Iโm also partial to Bayesian Methods for Hackers.
-
โจ 10 Free Books for Machine Learning & Data Science ๐
๐ https://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/
-
Predicting the distribution of a variable rather than a point estimate
Youโre 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 machine-learning-yearning and Probabilistic-Programming-and-Bayesian-Methods-for-Hackers you can also consider the following projects:
interpretable-ml-book - Book about interpretable machine learning
dtale - Visualizer for pandas data structures
r4ds - R for data science: a book
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-yearning vs interpretable-ml-book
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs dtale
machine-learning-yearning vs r4ds
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