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)
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. (by kohjiaxuan)
| Probabilistic-Programming-and-Bayesian-Methods-for-Hackers | NLP-Model-for-Corpus-Similarity | |
|---|---|---|
| 30 | 1 | |
| 26,362 | 9 | |
| - | - | |
| 0.0 | 0.0 | |
| 5 months ago | almost 4 years ago | |
| Jupyter Notebook | Python | |
| 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.
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.
NLP-Model-for-Corpus-Similarity
Posts with mentions or reviews of NLP-Model-for-Corpus-Similarity.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-02-24.
What are some alternatives?
When comparing Probabilistic-Programming-and-Bayesian-Methods-for-Hackers and NLP-Model-for-Corpus-Similarity you can also consider the following projects:
dtale - Visualizer for pandas data structures
JLee_LinearOptimizationBook
StringDistances.jl - String Distances in Julia
clojure-style-guide - A community coding style guide for the Clojure programming language
bart-base-jax - JAX implementation of the bart-base model
paip-lisp - Lisp code for the textbook "Paradigms of Artificial Intelligence Programming"
wordview - A Python package for Exploratory Data Analysis (EDA) for text-based data.
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.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs dtale
NLP-Model-for-Corpus-Similarity vs dtale
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs JLee_LinearOptimizationBook
NLP-Model-for-Corpus-Similarity vs StringDistances.jl
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs clojure-style-guide
NLP-Model-for-Corpus-Similarity vs bart-base-jax
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers vs paip-lisp
NLP-Model-for-Corpus-Similarity vs wordview
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