iot-predictive-analytics
Method for Predicting failures in Equipment using Sensor data. Sensors mounted on devices like IoT devices, Automated manufacturing like Robot arms, Process monitoring and Control equipment etc., collect and transmit data on a continuous basis which is Time stamped. (by IBM)
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)
| iot-predictive-analytics | Probabilistic-Programming-and-Bayesian-Methods-for-Hackers | |
|---|---|---|
| 1 | 30 | |
| 101 | 26,395 | |
| 2.0% | - | |
| 2.3 | 0.0 | |
| 9 months ago | 6 months ago | |
| Jupyter Notebook | Jupyter Notebook | |
| Apache License 2.0 | 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.
iot-predictive-analytics
Posts with mentions or reviews of iot-predictive-analytics.
We have used some of these posts to build our list of alternatives
and similar projects.
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Need a database for a project
The best datasets are probably related to IoT. Have a look at this dataset https://github.com/IBM/iot-predictive-analytics/blob/master/data/iot_sensor_dataset.csv Or this list here as well: https://data.world/datasets/iot
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.
What are some alternatives?
When comparing iot-predictive-analytics 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