update

reference material for MLE derivation

enhance explanations, improve LaTeX formatting

refine text on probability density functions and their properties.

refine text on probability density functions and their properties.

go over explanations

refine binomial distribution explanations for clarity

refine text for clarity

enhance clarity of explanations regarding expectations & their significance in probability distr.

revise text for clarity and conciseness

change

some more changes (apt)

Update 21_logistic_regression.py

Update 21_logistic_regression.py

Add `🤔Key takeaways` and `Summary` sections

Add `logistic regression` notebook

Add `Naive Bayes Classification` notebook

Merge pull request #85 from marimo-team/haleshot/19_mle

comments address

Add `Maximum Likelihood Estimation` notebook

otal fix

remove unused import

Add `Central Limit Theorem`

typo fix for ci

Add Normal Distribution notebook with interactive visualizations and explanations of key concepts including PDF, CDF, and the empirical rule. The notebook explores the properties and transformations of normal distributions through interactive elements

Merge pull request #79 from marimo-team/haleshot/016_continuous

ci fix

Add `Continuous Distributions` notebook. It covers key concepts such as Probability Density Functions (PDFs), (CDFs), and their properties. Interactive visualizations allow users to explore different distributions (uniform, triangular, exponential).

Merge pull request #76 from marimo-team/haleshot/015_poisson

ci fixes

Refactor plotting functions for clarity and modularity.

Merge pull request #75 from marimo-team/haleshot/14_binomial

add `Poisson distribution` notebook

Test and summary sections. Some refactoring/updates

add `binomial distribution` notebook

Add notebook `Bernoulli distribution`

Merge pull request #69 from marimo-team/haleshot/12_variance

feat(variance): add notebook for variance

changes

changes

changes

Add `Expectation Notebook`

Add Probability Mass Functions (PMF) notebook

fix typos

notebook authors

small edits

Add `random-variables` notebook

Add initial draft

Update to open link in playground directly

Add `law of total probability` notebook