Sampling Libraries

11 Components & Libraries

Sortby

Sampling Libraries

A procedural Blender pipeline for photorealistic training image generation

A procedural Blender pipeline for photorealistic rendering. The simplest way to install blenderproc is via pip: Alternatively, if you need to make changes to blenderproc or you want to make use of th…

:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions

Adaptive is an open-source Python library that streamlines adaptive parallel function evaluations. Rather than calculating all points on a dense grid, it intelligently selects the "best" points in th…

🗂 Split folders with files (i.e. images) into training, validation and test (dataset) folders

The input folder should have the following format: In order to give you this: This package is Python only and there are no external dependencies. MIT

Geospatial image resampling in Python

Pyresample offers multiple resampling algorithms including:

UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.

To engage in conversations about uncertainty quantification, or ask question about UQpy usage and functionality refer to the UQpy's discussions tab: UQpy (Uncertainty Quantification with python) is a…

ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.

ParaMonte has been developed while bearing the following design goals in mind: The ParaMonte library relies on three independent parallelism paradigms for parallel applications: The ParaMonte librari…

Machine Learning Concepts with Concepts

3D-Medical-Imaging-Preprocessing-All-you-need

This Repo Will contain the Preprocessing Code for 3D Medical Imaging

This Repo contains the Preprocessing Code for 3D Medical Imaging From the last year of my undergrad studies I was very queries about Biomedical Imaging. But until the starting my master I don't have …

Bicubic interpolation for images (Python)

This repository is for simple implementation of 'Bicubic-interpolation for images' (Python3).

Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality reduction techniques (PCA, FA, CCA), Imputation techniques, Statistical Tests (Kolmogorov Smirnov), Robust Estimators (FastMCD) and more in Python and R.

Required Files: Linear regression is a linear approach to model the relationship between a scalar response (dependent varaible) and one or more explanatory variables (independent variables). The case…

Inverse binomial sampling for efficient log-likelihood estimation of simulator models

IBS is commonly used as a part of an algorithm for maximum-likelihood estimation or Bayesian inference. This repository stores basic and advanced implementations and example usages of IBS in various …

Related tags

reinforcement-learning