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Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
Created
2016-02-24
63 commits to master branch, last one 2 years ago
Rust for data analysis encyclopedia (WIP).
Created
2023-04-21
83 commits to main branch, last one 4 months ago
Implementation of domain-specific language (DSL) for dynamic probabilistic programming
Created
2019-08-21
680 commits to master branch, last one a day ago
A comprehensive exploration of Statistics and Probability Theory concepts, with practical implementations in Python
scipy
python
p-value
matplotlib
regression
statistics
probability
random-variables
python-statistics
hypothesis-testing
probability-theory
statiscal-learning
confidence-intervals
discrete-distributions
inferential-statistics
statistics-using-python
continuous-distributions
parametric-hypothesis-tests
statistics-for-data-science
statistical-hypothesis-testing
Created
2022-06-14
59 commits to main branch, last one about a month ago
Applied Probability Theory for Everyone
Created
2019-07-03
38 commits to master branch, last one 2 months ago
Unofficial solutions for Introduction to Probability, Second Edition by Joseph Blitzstein and Jessica Hwang.
Created
2020-03-04
335 commits to master branch, last one about a month ago
:rocket: A library designed to facilitate work with probability, statistics and stochastic calculus
random
statistics
stochastic
c-plus-plus
mathematics
c-plus-plus-17
beta-distribution
gamma-distribution
probability-theory
normal-distribution
stable-distribution
poisson-distribution
binomial-distribution
random-number-generators
probabilistic-programming
probability-distributions
statistical-distributions
Created
2015-06-21
1,125 commits to master branch, last one about a year ago
A quick introduction to all most important concepts of Probability Theory, only freshman level of mathematics needed as prerequisite.
Created
2020-06-24
32 commits to master branch, last one 2 years ago
Comprehensive resources for data science interview preparation: assignments, math problems, logic tasks, live coding examples, and leetcode breakdowns.
Created
2021-05-08
164 commits to main branch, last one 3 months ago