baraline/convst 📦

Implementation of the Random Dilated Shapelet Transform algorithm along with interpretability tools. ReadTheDocs documentation is not up to date with the current version for now.

Language: Python - Size: 12.4 MB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 33 - Forks: 8

andreachello/Applied-Econometric-Time-Series

A repository to explore the concepts of applied econometrics in the context of financial time-series.

Language: Jupyter Notebook - Size: 3.6 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 19 - Forks: 5

DavisTownsend/magi

:chart_with_upwards_trend: high level wrapper for parallel univariate time series forecasting :chart_with_downwards_trend:

Language: Jupyter Notebook - Size: 4.08 MB - Last synced at: 19 days ago - Pushed at: almost 7 years ago - Stars: 17 - Forks: 5

IPL-UV/rbig

Rotation-Based Iterative Gaussianization algorithm.

Language: Jupyter Notebook - Size: 29.6 MB - Last synced at: 12 months ago - Pushed at: about 2 years ago - Stars: 16 - Forks: 2

Badr-MOUFAD/multivariate-time-series-clustering

Multivariate clustering of weather data. This is part of my research internship.

Language: Jupyter Notebook - Size: 1.64 MB - Last synced at: 4 days ago - Pushed at: almost 4 years ago - Stars: 13 - Forks: 0

computational-metabolomics/structToolbox

R/Bioconductor package - STRUCT (STatistics in R Using Class Templates) Toolbox

Language: R - Size: 30.4 MB - Last synced at: 3 days ago - Pushed at: 10 days ago - Stars: 10 - Forks: 4

dhamvi01/Univariate-Time-Series-using-LSTM

Language: Jupyter Notebook - Size: 48.8 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 8 - Forks: 15

jgoerner/advanced-statistics

Source code for the module "Advanced Statistics" 📊

Language: Jupyter Notebook - Size: 21.2 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 6

javascript-machine-learning/univariate-linear-regression-gradient-descent-javascript

⭐️ Univariate Linear Regression with Gradient Descent in JavaScript (Vectorized)

Language: JavaScript - Size: 46.9 KB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 8 - Forks: 1

m6129/VKR

Investigation of the capabilities of foundations models in the context of time series forecasting

Language: Jupyter Notebook - Size: 12 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 0

computational-metabolomics/struct

R/Bioconductor package - STRUCT: STatistics in R Using Class Templates

Language: R - Size: 1.19 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 0

stdlib-js/stats-base-dists-t-cdf

Student's t distribution cumulative distribution function (CDF).

Language: JavaScript - Size: 2 MB - Last synced at: 12 days ago - Pushed at: about 2 months ago - Stars: 5 - Forks: 0

stdlib-js/stats-base-dists-poisson

Poisson distribution.

Language: JavaScript - Size: 2.45 MB - Last synced at: 14 days ago - Pushed at: 4 months ago - Stars: 5 - Forks: 0

rsnemmen/asurv

ASURV: Astronomy SURVival analysis

Language: Fortran - Size: 307 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 0

stdlib-js/stats-base-dists-normal-cdf

Normal distribution cumulative distribution function (CDF).

Language: JavaScript - Size: 1010 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 4 - Forks: 0

stdlib-js/stats-base-dists-levy-pdf

Lévy distribution probability density function (PDF).

Language: JavaScript - Size: 1.06 MB - Last synced at: 17 days ago - Pushed at: 2 months ago - Stars: 4 - Forks: 0

stdlib-js/stats-base-dists-poisson-cdf

Poisson distribution cumulative distribution function (CDF).

Language: JavaScript - Size: 1.65 MB - Last synced at: 16 days ago - Pushed at: 4 months ago - Stars: 4 - Forks: 0

gulabpatel/Anomaly_Detection

In this repo, different techniques will be done to analyze Anomaly detection

Language: Jupyter Notebook - Size: 6.11 MB - Last synced at: 2 days ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 1

ahmadali-jamali/Feature-selcetion

Feature selection comparison in breath cancer dataset

Language: Python - Size: 109 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 1

stdlib-js/stats-base-dists-laplace-quantile

Laplace distribution quantile function.

Language: JavaScript - Size: 826 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 3 - Forks: 0

stdlib-js/stats-base-dists-frechet-cdf

Fréchet distribution cumulative distribution function (CDF).

Language: JavaScript - Size: 1.01 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 3 - Forks: 0

stdlib-js/stats-base-dists-chisquare-variance

Chi-squared distribution variance.

Language: Python - Size: 438 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 3 - Forks: 0

stdlib-js/stats-base-dists-lognormal

Lognormal distribution.

Language: JavaScript - Size: 2.09 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 3 - Forks: 0

stdlib-js/stats-base-dists-beta-pdf

Beta distribution probability density function (PDF).

Language: JavaScript - Size: 1.27 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 0

stdlib-js/stats-base-dists-invgamma-variance

Inverse gamma distribution variance.

Language: Python - Size: 1.01 MB - Last synced at: 14 days ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0

stdlib-js/stats-base-dists-gamma-cdf

Gamma distribution cumulative distribution function (CDF).

Language: JavaScript - Size: 1.81 MB - Last synced at: 16 days ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0

stdlib-js/stats-base-dists-laplace-variance

Laplace distribution variance.

Language: Python - Size: 360 KB - Last synced at: 9 days ago - Pushed at: 2 months ago - Stars: 3 - Forks: 0

stdlib-js/stats-base-dists-normal-quantile

Normal distribution quantile function.

Language: JavaScript - Size: 965 KB - Last synced at: 15 days ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

stdlib-js/stats-base-dists-normal-pdf

Normal distribution probability density function (PDF).

Language: JavaScript - Size: 1.12 MB - Last synced at: 2 days ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

stdlib-js/stats-base-dists-invgamma-mode

Inverse gamma distribution mode.

Language: Python - Size: 378 KB - Last synced at: 12 days ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

stdlib-js/stats-base-dists-gamma-mean

Gamma distribution expected value.

Language: Python - Size: 374 KB - Last synced at: 2 days ago - Pushed at: 4 months ago - Stars: 3 - Forks: 0

stdlib-js/stats-base-dists-gamma-entropy

Gamma distribution differential entropy.

Language: Python - Size: 1.05 MB - Last synced at: 23 days ago - Pushed at: 4 months ago - Stars: 3 - Forks: 0

stdlib-js/stats-base-dists-frechet

Fréchet distribution.

Language: JavaScript - Size: 2.18 MB - Last synced at: 5 days ago - Pushed at: 6 months ago - Stars: 3 - Forks: 0

numbworks/NW.UnivariateForecasting

NW.UnivariateForecasting is a library to perform Univariate Forecasting on your own values. Time Series Forecasting is a machine learning technique that aims to predict the next values in a time series when a subset of subsequent values is provided ("sliding window").

Language: C# - Size: 3.02 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

mahendrasaikumargandham/machine-learning-algorithms

fundamental machine learning algorithms (supervised, unsupervised, reinforcement) 🚀

Language: Jupyter Notebook - Size: 347 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1

jonychoi/Alzheimer-Analysis-by-MLE

Analysis about univariate and bivariate MLE between the diagnosis group of 'Alzheimer's Disease', 'Mild Cognitive Impariment', and 'Cognitive Normal'.

Language: Jupyter Notebook - Size: 2.41 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

Quirinms/MRFPY

Multi Resolution Forecasting

Language: Python - Size: 932 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

stdlib-js/stats-base-dists-degenerate-entropy

Degenerate distribution entropy.

Language: Python - Size: 415 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-gumbel-logpdf

Gumbel distribution logarithm of probability density function (PDF).

Language: JavaScript - Size: 951 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-negative-binomial-mgf

Negative binomial distribution moment-generating function (MGF).

Language: JavaScript - Size: 954 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-chi-mean

Chi distribution expected value.

Language: Python - Size: 1.14 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-cosine-mode

Raised cosine distribution mode.

Language: Python - Size: 468 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-beta-logpdf

Beta distribution logarithm of probability density function (PDF).

Language: JavaScript - Size: 1.27 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-cosine-variance

Raised cosine distribution variance.

Language: Python - Size: 488 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-t-mode

Student's t distribution mode.

Language: Python - Size: 364 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-pareto-type1-stdev

Pareto (Type I) distribution standard deviation.

Language: Python - Size: 980 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-poisson-mgf

Poisson distribution moment-generating function (MGF).

Language: JavaScript - Size: 853 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-negative-binomial-cdf

Negative binomial distribution cumulative distribution function (CDF).

Language: JavaScript - Size: 2.18 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-normal-mgf

Normal distribution moment-generating function (MGF).

Language: JavaScript - Size: 1010 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-erlang-quantile

Erlang distribution quantile function.

Language: JavaScript - Size: 2.6 MB - Last synced at: about 16 hours ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-t-median

Student's t distribution median.

Language: JavaScript - Size: 415 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-studentized-range

Studentized range distribution.

Language: JavaScript - Size: 801 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-poisson-skewness

Poisson distribution skewness.

Language: Python - Size: 448 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-frechet-kurtosis

Fréchet distribution kurtosis.

Language: Python - Size: 1.09 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-gamma-skewness

Gamma distribution skewness.

Language: Python - Size: 464 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-frechet-entropy

Fréchet distribution differential entropy.

Language: Python - Size: 779 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-degenerate-stdev

Degenerate distribution standard deviation.

Language: Python - Size: 345 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-arcsine-median

Arcsine distribution median.

Language: Python - Size: 481 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-erlang

Erlang distribution.

Language: JavaScript - Size: 2.5 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-cosine

Raised cosine distribution.

Language: JavaScript - Size: 1.59 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-levy-entropy

Lévy distribution entropy.

Language: Python - Size: 786 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-poisson-kurtosis

Poisson distribution excess kurtosis.

Language: Python - Size: 453 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-degenerate-median

Degenerate distribution median.

Language: Python - Size: 397 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-normal-variance

Normal distribution variance.

Language: Python - Size: 436 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-arcsine

Arcsine distribution.

Language: JavaScript - Size: 1.36 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-uniform-mean

Uniform distribution expected value.

Language: Python - Size: 358 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-cosine-mean

Raised cosine distribution expected value.

Language: Python - Size: 441 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-cosine-median

Raised cosine distribution median.

Language: Python - Size: 454 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-cosine-logcdf

Natural logarithm of cumulative distribution function (CDF) for a raised cosine distribution.

Language: JavaScript - Size: 1.16 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-cosine-cdf

Raised cosine distribution cumulative distribution function (CDF).

Language: JavaScript - Size: 913 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-cosine-skewness

Raised cosine distribution skewness.

Language: Python - Size: 496 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-cosine-quantile

Raised cosine distribution quantile function.

Language: JavaScript - Size: 1.15 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-cosine-pdf

Raised cosine distribution probability density function (PDF).

Language: JavaScript - Size: 926 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-cosine-mgf

Raised cosine distribution moment-generating function (MGF).

Language: JavaScript - Size: 847 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-frechet-skewness

Fréchet distribution skewness.

Language: Python - Size: 1.07 MB - Last synced at: 8 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-lognormal-median

Lognormal distribution median.

Language: Python - Size: 764 KB - Last synced at: 5 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-logistic-pdf

Logistic distribution probability density function (PDF).

Language: JavaScript - Size: 1.01 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-geometric-logcdf

Geometric distribution logarithm of cumulative distribution function (CDF).

Language: JavaScript - Size: 1.2 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-chi-variance

Chi distribution variance.

Language: Python - Size: 1.02 MB - Last synced at: 5 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-cauchy-quantile

Cauchy distribution quantile function.

Language: JavaScript - Size: 988 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-negative-binomial-mode

Negative binomial distribution mode.

Language: Python - Size: 366 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-cauchy

Cauchy distribution.

Language: JavaScript - Size: 1.42 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-f-variance

F distribution variance.

Language: Python - Size: 1.03 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-cauchy-pdf

Cauchy distribution probability density function (PDF).

Language: JavaScript - Size: 1.07 MB - Last synced at: 5 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-beta-entropy

Beta distribution differential entropy.

Language: Python - Size: 1.17 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-gumbel-quantile

Gumbel distribution quantile function.

Language: JavaScript - Size: 1.01 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-kumaraswamy

Kumaraswamy's double bounded distribution.

Language: JavaScript - Size: 1.74 MB - Last synced at: 2 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-weibull-cdf

Weibull distribution cumulative distribution function (CDF).

Language: JavaScript - Size: 1.11 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-levy-cdf

Lévy distribution cumulative distribution function (CDF).

Language: JavaScript - Size: 1.19 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-normal-mode

Normal distribution mode.

Language: Python - Size: 453 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-rayleigh-median

Rayleigh distribution median.

Language: Python - Size: 432 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-signrank

Distribution of Wilcoxon signed rank test statistic.

Language: JavaScript - Size: 1.32 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-weibull-pdf

Weibull distribution probability density function (PDF).

Language: JavaScript - Size: 1.24 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-poisson-entropy

Poisson distribution entropy.

Language: JavaScript - Size: 1.24 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-normal-kurtosis

Normal distribution excess kurtosis.

Language: Python - Size: 415 KB - Last synced at: 7 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-cauchy-cdf

Cauchy distribution cumulative distribution function (CDF).

Language: Python - Size: 1.09 MB - Last synced at: 6 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-rayleigh-mean

Rayleigh distribution expected value.

Language: Python - Size: 357 KB - Last synced at: 4 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-f-kurtosis

F distribution excess kurtosis.

Language: Python - Size: 972 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-weibull-kurtosis

Weibull distribution excess kurtosis.

Language: Python - Size: 1.11 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

stdlib-js/stats-base-dists-chi-stdev

Chi distribution standard deviation.

Language: Python - Size: 1.2 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0