Wiki
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Lea Wiki
- Installation instructions
- Lea Tutorial [1/3] - basics: building/displaying pmf, arithmetic, random sampling, conditional probabilities, …
- Lea Tutorial [2/3] - standard distributions, joint distributions, Bayesian networks, Markov chains, changing probability representation, …
- Lea Tutorial [3/3] - plotting, drawing without replacement, information theory, MC estimation, symbolic computation, …
- Lea Tutorial on Machine Learning - maximum likelihood, EM algorithm, …
- Lea Examples - a gallery of serious and less serious case studies
Online Lea Jupyter Notebooks
- Lea playground Jupyter Notebook - full-fledged environment for your experiments with Lea
- Lea Tutorial #1 Jupyter Notebook - interactive tutorial 1 (see above)
- Lea Tutorial #2 Jupyter Notebook - interactive tutorial 2 (see above)
- The COVID-19 Case Jupyter Notebook - a Bayesian net linking diseases to symptoms
References
- "Probabilistic inference using generators - the Statues algorithm" paper
- Lea API (outdated!) - HTML file to download (no online rendering!)
- Lea's world
- Credits
Updated