data-reduction

Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

📊 Computation and processing of models' parameters

A GPU accelerated error-bounded lossy compression for scientific data.

Modular image processing pipelines with Python. Built for Astronomy.

A fast and flexible framework for data reduction in R

https://dodiku.github.io/audio_noise_clustering/results/ ==> An experiment with a variety of clustering (and clustering-like) techniques to reduce noise on an audio speech recording.

Automated SpectroPhotometric Image REDuction (ASPIRED)

Irena, Nika, and Indra SAXS Igor code by Jan Ilavsky

Converts trello data into fast read information

HAPOD - Hierarchical Approximate Proper Orthogonal Decomposition

Pipeline to reduce echelle data (taken with a single or bifurcated fiber input)

Gemini Planet Imager Data Reduction Pipeline

🌌⭐️ 𝗜𝗻𝘁𝗲𝗿𝘀𝘁𝗲𝗹𝗹𝗮𝗿 𝗗𝘂𝘀𝘁 𝗱𝗮𝘁𝗮 𝗿𝗲𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝗮𝗻𝗮𝗹𝘆𝘀𝗶𝘀 𝗼𝗯𝘁𝗮𝗶𝗻𝗲𝗱 𝗳𝗿𝗼𝗺 𝘁𝗵𝗲 𝗦𝘁𝗼𝗻𝘆 𝗕𝗿𝗼𝗼𝗸 𝗠𝘁. 𝗧𝗲𝗹𝗲𝘀𝗰𝗼𝗽𝗲

A prediction-based data reduction method that exploits LMS adaptive filters in the Internet of Things

🌌👽 𝗱𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻 𝗼𝗳 𝗲𝘅𝗼𝗹𝗶𝗳𝗲 𝗶𝘀 𝗼𝗻𝗲 𝗼𝗳 𝘁𝗵𝗲 𝗺𝗼𝘀𝘁 𝗶𝗺𝗽𝗼𝗿𝘁𝗮𝗻𝘁 𝗴𝗼𝗮𝗹𝘀 𝗳𝗼𝗿 𝗳𝘂𝘁𝘂𝗿𝗲 𝘀𝗽𝗮𝗰𝗲 𝗺𝗶𝘀𝘀𝗶𝗼𝗻𝘀 - 𝗶𝗺𝗮𝗴𝗲𝘀 𝘁𝗮𝗸𝗲𝗻 𝗳𝗿𝗼𝗺 𝘁𝗵𝗲 𝗺𝗼𝗼𝗻 𝗮𝘁 𝘁𝗵𝗲 𝗠𝘁. 𝗦𝘁𝗼𝗻𝘆 𝗕𝗿𝗼𝗼𝗸

Python Scripts for Data Reduction and Analysis

Total variation denoising algorithms for 1D data.

Tool package for neutron time of flight analysis

DRESSCode (Data Reduction of Extended SWIFT Sources Code)