univariate

📈 high level wrapper for parallel univariate time series forecasting 📉

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

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

Source code for the module "Advanced Statistics" 📊

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

ASURV: Astronomy SURVival analysis

A python package with standard data visualization functions with reasonable defaults for use in Exploratory Data Analysis and Model Diagnostics.

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

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

Implementation of the Convolutional Shapelet Transform algorithm along with interpretability tools. Documentation is WIP on read the docs.

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

Uni-variate and Bi-variate Mixture Density Networks using Tensorflow in Python.

This function carries out UNIVARIATE PERMANOVA on community matrix, one taxa/species at a time

Here I have implemented RNN with LSTM for Univariate Time Series dataset from one of the kaggle competition

NW.UnivariateForecasting is a .NET Standard 2.0 library written in C# 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 timestamped values is provided ("sliding window").

Exploratory Data Analysis on IPL data (2008 - 2018). Finding patterns in data

Pareto (Type I) distribution expected value.

Gamma distribution standard deviation.

Rayleigh distribution expected value.

Rayleigh distribution excess kurtosis.

Beta distribution standard deviation.

Laplace distribution variance.

Student's t distribution mode.

Degenerate distribution entropy.

Chi-squared distribution kurtosis.

Bernoulli distribution excess kurtosis.

Exponential distribution median.