Numbers-Prophecy
bayesian-testing
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| Numbers-Prophecy | bayesian-testing | |
|---|---|---|
| 5 | 2 | |
| 4 | 65 | |
| - | - | |
| 0.0 | 5.1 | |
| about 2 years ago | 4 months ago | |
| Python | Python | |
| MIT License | MIT License |
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Numbers-Prophecy
- Data Visualization project to demonstrate the biases and predictability of our world
- Project to demonstrate the predictability of our world using empirical & scientific laws
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I created a web-app to demonstrate the biases and predictability of our world
Thought I could put all of this on an interactive website, so check it out - Numbers Prophecy
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Influcened by Vsauce's Zipf Mystery Video I created a website to demonstrate the biases and predictability of our world.
No, it's hosted on PythonAnywhere. Link to the github repo :- https://github.com/AtharvaKatre/Numbers-Prophecy
bayesian-testing
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I created a package for simple Bayesian A/B testing
I created this notebook with "real world" like example: https://github.com/Matt52/bayesian-testing/blob/main/examples/bayesian_ab_testing.ipynb Of course in this case, the data is just generated as I do not have any real data for public sharing. But you can imagine how it would work. You could even use probabilities in time for traffic distribution among variants (as Thompson sampling).
What are some alternatives?
plotly-resampler - Visualize large time series data with plotly.py
bbai - Deterministic algorithms for objective Bayesian inference and hyperparameter optimization
tablespoon - 🥄✨Time-series Benchmark methods that are Simple and Probabilistic
penney - Penney's Game
django-plotly-dash - Expose plotly dash apps as django tags
Poetry - Python packaging and dependency management made easy
fitly - Self hosted web analytics for endurance athletes
system-design-primer - Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
superset - Apache Superset is a Data Visualization and Data Exploration Platform
ebisu - Public-domain Python library for flashcard quiz scheduling using Bayesian statistics. (JavaScript, Java, Dart, and other ports available!)
plotly - The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
icepool - Python dice probability package.