awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
uqpy
UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.
PyNomaly
PyNomaly: Anomaly detection using Local Outlier Probabilities (LoOP). - Published in JOSS (2018)
pyprobables
Probabilistic data structures in python http://pyprobables.readthedocs.io/en/latest/index.html
aggregate
Tools for creating and working with aggregate probability distributions.
complexitymeasures.jl
Estimators for probabilities, entropies, and other complexity measures derived from data in the context of nonlinear dynamics and complex systems
@stdlib/stats-base-dists-degenerate-cdf
Degenerate distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-t-cdf
Student's t distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-gamma-cdf
Gamma distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-normal-quantile
Normal distribution quantile function.
@stdlib/stats-base-dists-chisquare-cdf
Chi-squared distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-chisquare-logpdf
Natural logarithm of the probability density function (PDF) for a chi-squared distribution.
@stdlib/stats-base-dists-poisson-cdf
Poisson distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-normal-cdf
Normal distribution cumulative distribution function (CDF).
stats-base-dists-degenerate-pdf
Degenerate distribution probability density function (PDF).
@stdlib/stats-base-dists-degenerate-logpdf
Degenerate distribution logarithm of probability density function (logPDF).
@stdlib/stats-base-dists-binomial-cdf
Binomial distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-cosine-cdf
Raised cosine distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-t-quantile
Student's t distribution quantile function.
@stdlib/stats-binomial-test
Exact test for the success probability in a Bernoulli experiment.
@stdlib/stats-base-dists-negative-binomial-quantile
Negative binomial distribution quantile function.
@stdlib/stats-base-dists-poisson-pmf
Poisson distribution probability mass function (PMF).
@stdlib/stats-base-dists-degenerate-pmf
Degenerate distribution probability mass function (PMF).
@stdlib/stats-base-dists-chisquare-quantile
Chi-squared distribution quantile function.
@stdlib/stats-base-dists-beta-pdf
Beta distribution probability density function (PDF).
@stdlib/stats-base-dists-gamma-pdf
Gamma distribution probability density function (PDF).
@stdlib/stats-base-dists-gamma-logpdf
Gamma distribution logarithm of probability density function (PDF).
@stdlib/stats-base-dists-chisquare-pdf
Chi-squared distribution probability density function (PDF).
@stdlib/stats-base-dists-binomial-pmf
Binomial distribution probability mass function (PMF).
@stdlib/stats-base-dists-negative-binomial-pmf
Negative binomial distribution probability mass function (PMF).
@stdlib/stats-base-dists-normal-pdf
Normal distribution probability density function (PDF).
@stdlib/stats-base-dists-negative-binomial-ctor
Negative binomial distribution constructor.
@stdlib/stats-base-dists-beta-logcdf
Beta distribution logarithm of cumulative distribution function (CDF).
@stdlib/stats-base-dists-negative-binomial-cdf
Negative binomial distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-beta-cdf
Beta distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-poisson-quantile
Poisson distribution quantile function.
@stdlib/stats-base-dists-degenerate-logpmf
Natural logarithm of the probability mass function (PMF) for a degenerate distribution.
@stdlib/stats-base-dists-f-cdf
F distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-degenerate-logcdf
Degenerate distribution logarithm of cumulative distribution function (logCDF).
@stdlib/stats-base-dists-signrank-cdf
Wilcoxon signed rank test statistic cumulative distribution function (CDF).
pyimpetus
PyImpetus is a Markov Blanket based feature subset selection algorithm that considers features both separately and together as a group in order to provide not just the best set of features but also the best combination of features
@stdlib/stats-base-dists-lognormal-cdf
Lognormal distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-laplace-cdf
Laplace distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-frechet-cdf
Fréchet distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-cauchy-cdf
Cauchy distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-t-logcdf
Natural logarithm of the cumulative distribution function (CDF) for a Student's t distribution.
@stdlib/stats-base-dists-weibull-cdf
Weibull distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-binomial-quantile
Binomial distribution quantile function.
@stdlib/stats-base-dists-normal-logpdf
Natural logarithm of the probability density function (PDF) for a normal distribution.
@stdlib/stats-base-dists-normal-logcdf
Natural logarithm of the cumulative distribution function (CDF) for a normal distribution.
@stdlib/stats-base-dists-exponential-cdf
Exponential distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-triangular-cdf
Triangular distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-invgamma-cdf
Inverse gamma distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-kumaraswamy-cdf
Kumaraswamy's double bounded distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-rayleigh-cdf
Rayleigh distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-levy-cdf
Lévy distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-uniform-cdf
Uniform distribution cumulative distribution function (CDF).
@stdlib/stats-base-dists-lognormal-logcdf
Natural logarithm of the cumulative distribution function (CDF) for a lognormal distribution.
@stdlib/stats-base-dists-bernoulli-pmf
Bernoulli distribution probability mass function (PMF).
stats-base-dists-discrete-uniform-pmf
Discrete uniform distribution probability mass function (PMF).
@stdlib/stats-base-dists-uniform-logpdf
Uniform distribution logarithm of probability density function (PDF).
@stdlib/stats-base-dists-cauchy-pdf
Cauchy distribution probability density function (PDF).
@stdlib/stats-base-dists-uniform-stdev
Uniform distribution standard deviation.
@stdlib/stats-base-dists-weibull-kurtosis
Weibull distribution excess kurtosis.
@stdlib/stats-base-dists-weibull-logcdf
Weibull distribution logarithm of cumulative distribution function (CDF).