# CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

<https://repo.masters-masters.com/en/repos/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers>

[Home](https://repo.masters-masters.com/en) › [CamDavidsonPilon](https://repo.masters-masters.com/en/owners/CamDavidsonPilon) › [Probabilistic-Programming-and-Bayesian-Methods-for-Hackers](https://repo.masters-masters.com/en/repos/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers)

CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers has 28,198 stars on GitHub. Its RepoMasters card: LTS tier.

| Field | Value |
| --- | --- |
| Owner | [CamDavidsonPilon](https://repo.masters-masters.com/en/owners/CamDavidsonPilon) |
| Stars | 28,198 |
| Forks | 7,911 |
| Language | [Jupyter Notebook](https://repo.masters-masters.com/en/languages/jupyter-notebook) |
| License | MIT |
| Created | 2013 |
| Topics | bayesian-methods, pymc, mathematical-analysis, jupyter-notebook, data-science, statistics |
| Tier | [LTS (20,000 ★ and up)](https://repo.masters-masters.com/en/ranks/masterpiece) |
| View on GitHub | [CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers](https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers) |

## Repository

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 ;)

The tier for repos with 20,000 ★ and up. Published odds per card pulled: 0.1%. Rarity: Legendary.

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