A repository to explore the concepts of applied econometrics in the context of financial time-series.
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.
Rotation-Based Iterative Gaussianization algorithm.
📈 high level wrapper for parallel univariate time series forecasting 📉
Multivariate clustering of weather data. This is part of my research internship.
R/Bioconductor package - STRUCT (STatistics in R Using Class Templates) Toolbox: An extensive set of data (pre-)processing and analysis methods and tools for metabolomics and other omics,
Source code for the module "Advanced Statistics" 📊
ASURV: Astronomy SURVival analysis
⭐️ Univariate Linear Regression with Gradient Descent in JavaScript (Vectorized)
R/Bioconductor package - STRUCT: STatistics in R Using Class Templates
fundamental machine learning algorithms (supervised, unsupervised, reinforcement) 🚀
Investigation of the capabilities of foundations models in the context of time series forecasting
Feature selection comparison in breath cancer dataset
Student's t distribution cumulative distribution function (CDF).
Poisson distribution.
Normal distribution cumulative distribution function (CDF).
In this repo, different techniques will be done to analyze Anomaly detection
Gamma distribution differential entropy.
Fast streaming univariate and bivariate moments and t-statistics
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