https://github.com/bcebere/statistics_python
Notebooks with random experiments from statistics.
https://github.com/bcebere/statistics_python
python statistics
Last synced: about 1 month ago
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Notebooks with random experiments from statistics.
- Host: GitHub
- URL: https://github.com/bcebere/statistics_python
- Owner: bcebere
- License: mit
- Created: 2021-04-20T08:17:16.000Z (about 5 years ago)
- Default Branch: main
- Last Pushed: 2021-04-23T11:06:56.000Z (about 5 years ago)
- Last Synced: 2025-03-11T06:48:47.423Z (over 1 year ago)
- Topics: python, statistics
- Language: Jupyter Notebook
- Homepage:
- Size: 2.29 MB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Statistics and Python
Notebooks with random concepts from statistics implemented in Python.
**DISCLAIMER**: everything is experimental.
Notebooks:
1. [Distributions](https://github.com/bcebere/statistics_python/blob/main/notebooks/01-Distributions.ipynb)
2. [Generative models](https://github.com/bcebere/statistics_python/blob/main/notebooks/02-GenerativeModels.ipynb)
3. [Empirical Bayes](https://github.com/bcebere/statistics_python/blob/main/notebooks/03-EmpiricalBayes.ipynb)
4. [GaussianProcess](https://github.com/bcebere/statistics_python/blob/main/notebooks/04-GaussianProcess.ipynb)
5. [Sampling methods](https://github.com/bcebere/statistics_python/blob/main/notebooks/05.SamplingMethods.ipynb)
6. [Bayesian Optimization](https://github.com/bcebere/statistics_python/blob/main/notebooks/06-BayesianOptimization.ipynb)